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current TracerProvider is not allowed -2025-07-24 13:01:20,192 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 13:01:20,244 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 13:01:20,244 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 13:01:20,244 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 13:01:20,614 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 13:01:20,723 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 13:01:20,723 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 13:01:21,306 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 13:01:21,307 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 13:01:22,751 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 13:01:22,754 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 13:01:22,754 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 13:01:22,755 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 13:01:22,755 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 13:01:22,755 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 13:01:22,755 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 13:01:22,755 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 13:01:22,755 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 13:01:22,755 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 13:01:22,755 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 13:01:22,755 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 13:01:22,755 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 13:01:22,756 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 13:01:22,756 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 13:01:22,756 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 13:01:22,756 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 13:01:22,756 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 13:01:22,756 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 14:29:57,970 - openlit - INFO - Starting openLIT initialization... -2025-07-24 14:29:57,991 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 14:29:58,795 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 14:29:58,861 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 14:29:58,862 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 14:29:58,862 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 14:29:59,324 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 14:29:59,465 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 14:29:59,465 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 14:30:00,256 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 14:30:00,258 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 14:30:02,427 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 14:30:02,430 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 14:30:02,430 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 14:30:02,431 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 14:30:02,431 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 14:30:02,431 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 14:30:02,431 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 14:30:02,431 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 14:30:02,431 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 14:30:02,431 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 14:30:02,431 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 14:30:02,431 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 14:30:02,432 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 14:30:02,432 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 14:30:02,432 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 14:30:02,432 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 14:30:02,432 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 14:30:02,432 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 14:30:02,432 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 14:30:03,703 - __main__ - INFO - Loaded 3 texts from scripts/example_texts.json -2025-07-24 14:30:03,703 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 14:30:03,703 - __main__ - INFO - Initialized BatchKGExtractor with model: gpt-4o-mini, method: production -2025-07-24 14:30:03,703 - __main__ - INFO - Processing batch of 3 texts -2025-07-24 14:30:03,703 - __main__ - INFO - Processing text 1/3: text_0 -2025-07-24 14:30:03,703 - __main__ - INFO - Processing text text_0 -2025-07-24 14:30:03,703 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 14:30:03,703 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 360 characters -2025-07-24 14:30:03,703 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 14:30:03,703 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 14:30:03,711 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 14:30:03,711 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 14:30:03,715 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.12) -2025-07-24 14:30:03,715 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 14:30:03,716 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-24 14:30:03,716 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 6 lines, starting from line 1 -2025-07-24 14:30:03,716 - agentgraph.input.text_processing.chunking_service - DEBUG - Chunk 0: chars 0-360 → lines 1-6 -2025-07-24 14:30:03,716 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-24 14:30:03,716 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 14:30:03,716 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 14:30:03,717 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 14:30:03,717 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 14:30:03,717 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 14:30:03,717 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 14:30:03,719 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 14:30:03,719 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 14:30:03,719 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 14:30:03,719 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 14:30:03,719 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 14:30:03,719 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 14:30:03,719 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 14:30:03,732 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 14:30:03,732 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 14:30:03,732 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 14:30:03,732 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 14:30:03,732 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 14:30:03,732 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 14:30:50,165 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 14:30:50,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 6 lines -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Role: You are a research assistant AI th... -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Role: You are a research assistant AI th... -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Role: You are a research assistant AI th... -2025-07-24 14:30:50,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:30:50,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 1 resolution debug: -2025-07-24 14:30:50,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:30:50,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L2-L2 -2025-07-24 14:30:50,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:30:50,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Role: You are a research assistant AI th... -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 1: 96 characters -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L3 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L3 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 3 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Task: Search for information about clima... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Task: Search for information about clima... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Task: Search for information about clima... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 2 resolution debug: -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L3-L3 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Task: Search for information about clima... -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 2: 59 characters -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: web_search... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: web_search... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: web_search... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 3 resolution debug: -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L4-L4 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: web_search... -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 3: 26 characters -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Input: climate change impacts 2024... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Input: climate change impacts 2024... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Input: climate change impacts 2024... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 4 resolution debug: -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L5-L5 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Input: climate change impacts 2024... -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 4: 44 characters -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Output: Climate change continues to show... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Output: Climate change continues to show... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Output: Climate change continues to show... -2025-07-24 14:30:50,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 5 resolution debug: -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L6 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Output: Climate change continues to show... -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 5: 150 characters -2025-07-24 14:30:50,167 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 5, 'entities_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-24 14:30:50,168 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 6 lines -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Input: climate change impacts 2024... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Input: climate change impacts 2024... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Input: climate change impacts 2024... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:30:50,168 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation 1: 44 characters -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: web_search... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: web_search... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: web_search... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:30:50,168 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation 3: 26 characters -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L3 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L3 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 3 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Task: Search for information about clima... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Task: Search for information about clima... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Task: Search for information about clima... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:30:50,168 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation 4: 59 characters -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Output: Climate change continues to show... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Output: Climate change continues to show... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Output: Climate change continues to show... -2025-07-24 14:30:50,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:30:50,168 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation 6: 150 characters -2025-07-24 14:30:50,168 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 6, 'relations_with_refs': 4, 'successful_resolutions': 4, 'failed_resolutions': 0} -2025-07-24 14:30:50,168 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 5 entities and 6 relations -2025-07-24 14:30:50,168 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 14:30:50,169 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 14:30:50,169 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 14:30:50,173 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 14:30:50,173 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 14:30:50,173 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 5 entities and 6 relations -2025-07-24 14:30:50,176 - __main__ - INFO - Processing text 2/3: text_1 -2025-07-24 14:30:50,176 - __main__ - INFO - Processing text text_1 -2025-07-24 14:30:50,176 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 14:30:50,176 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 445 characters -2025-07-24 14:30:50,176 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 14:30:50,177 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 14:30:50,186 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 14:30:50,186 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 14:30:50,187 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.12) -2025-07-24 14:30:50,187 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 14:30:50,187 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-24 14:30:50,187 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 8 lines, starting from line 1 -2025-07-24 14:30:50,187 - agentgraph.input.text_processing.chunking_service - DEBUG - Chunk 0: chars 0-445 → lines 1-8 -2025-07-24 14:30:50,187 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-24 14:30:50,187 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 14:30:50,187 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 14:30:50,188 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 14:30:50,188 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 14:30:50,188 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 14:30:50,188 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 14:30:50,190 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 14:30:50,190 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 14:30:50,190 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_1 -2025-07-24 14:30:50,190 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_1 -2025-07-24 14:30:50,190 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 14:30:50,190 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 14:30:50,190 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 14:30:50,190 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 14:30:50,190 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 14:30:50,191 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 14:30:50,191 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 14:30:50,191 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 14:30:50,191 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 14:31:42,003 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 14:31:42,003 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 8 lines -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Agent 1: Data Analyst - responsible for ... -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Agent 1: Data Analyst - responsible for ... -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Agent 1: Data Analyst - responsible for ... -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:31:42,003 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity agent_1 resolution debug: -2025-07-24 14:31:42,003 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:31:42,003 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L2-L2 -2025-07-24 14:31:42,003 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:31:42,003 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Agent 1: Data Analyst - responsible for ... -2025-07-24 14:31:42,003 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity agent_1: 73 characters -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L3 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L3 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 3 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:31:42,003 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Agent 2: Report Generator - creates comp... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Agent 2: Report Generator - creates comp... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Agent 2: Report Generator - creates comp... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity agent_2 resolution debug: -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L3-L3 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Agent 2: Report Generator - creates comp... -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity agent_2: 67 characters -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Task 1: Analyze sales data from Q4 2023... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Task 1: Analyze sales data from Q4 2023... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Task 1: Analyze sales data from Q4 2023... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_1 resolution debug: -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L4-L4 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Task 1: Analyze sales data from Q4 2023... -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_1: 49 characters -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Task 2: Generate executive summary repor... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Task 2: Generate executive summary repor... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Task 2: Generate executive summary repor... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_2 resolution debug: -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L5-L5 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Task 2: Generate executive summary repor... -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_2: 51 characters -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: pandas_analyzer - analyzes CSV dat... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: pandas_analyzer - analyzes CSV dat... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: pandas_analyzer - analyzes CSV dat... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity tool_1 resolution debug: -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L6 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: pandas_analyzer - analyzes CSV dat... -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity tool_1: 51 characters -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: report_generator - creates PDF rep... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: report_generator - creates PDF rep... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: report_generator - creates PDF rep... -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity tool_2 resolution debug: -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L7-L7 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: report_generator - creates PDF rep... -2025-07-24 14:31:42,004 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity tool_2: 54 characters -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L8-L8 -2025-07-24 14:31:42,004 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L8-L8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 7, end_idx: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity flow_1 resolution debug: -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L8-L8 -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity flow_1: 128 characters -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 7, 'entities_with_refs': 7, 'successful_resolutions': 7, 'failed_resolutions': 0} -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 8 lines -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L8-L8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L8-L8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 7, end_idx: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_1: 128 characters -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L8-L8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L8-L8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 7, end_idx: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_3: 128 characters -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L8-L8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L8-L8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 7, end_idx: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Flow: Data Analyst performs Task 1 using... -2025-07-24 14:31:42,005 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_5: 128 characters -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 6, 'relations_with_refs': 3, 'successful_resolutions': 3, 'failed_resolutions': 0} -2025-07-24 14:31:42,005 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 7 entities and 6 relations -2025-07-24 14:31:42,005 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 14:31:42,006 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 14:31:42,006 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 14:31:42,006 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 14:31:42,006 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 14:31:42,006 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 7 entities and 6 relations -2025-07-24 14:31:42,006 - __main__ - INFO - Processing text 3/3: text_2 -2025-07-24 14:31:42,006 - __main__ - INFO - Processing text text_2 -2025-07-24 14:31:42,006 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 14:31:42,006 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 434 characters -2025-07-24 14:31:42,006 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 14:31:42,007 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 14:31:42,016 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 14:31:42,016 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 14:31:42,016 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.12) -2025-07-24 14:31:42,017 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 14:31:42,017 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-24 14:31:42,017 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 7 lines, starting from line 1 -2025-07-24 14:31:42,017 - agentgraph.input.text_processing.chunking_service - DEBUG - Chunk 0: chars 0-434 → lines 1-7 -2025-07-24 14:31:42,017 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-24 14:31:42,017 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 14:31:42,017 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 14:31:42,018 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 14:31:42,018 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 14:31:42,018 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 14:31:42,018 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 14:31:42,020 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_2 -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_2 -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 14:31:42,020 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 14:31:42,020 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 14:32:26,250 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 7 lines -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L3 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L3 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 3 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Agent: Customer Support AI... -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Agent: Customer Support AI... -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Agent: Customer Support AI... -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 1 resolution debug: -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L3-L3 -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Agent: Customer Support AI... -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 1: 36 characters -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: User Input: I need help with my order... -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: User Input: I need help with my order... -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: User Input: I need help with my order... -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 2 resolution debug: -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L2-L2 -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: User Input: I need help with my order... -2025-07-24 14:32:26,251 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 2: 47 characters -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: order_lookup - searches order data... -2025-07-24 14:32:26,251 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: order_lookup - searches order data... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: order_lookup - searches order data... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 3 resolution debug: -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L5-L5 -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: order_lookup - searches order data... -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 3: 54 characters -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: email_sender - sends emails to cus... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: email_sender - sends emails to cus... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: email_sender - sends emails to cus... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 4 resolution debug: -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L6 -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: email_sender - sends emails to cus... -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 4: 56 characters -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 5 resolution debug: -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L7-L7 -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 5: 136 characters -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 5, 'entities_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 7 lines -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: User Input: I need help with my order... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: User Input: I need help with my order... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: User Input: I need help with my order... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_1: 47 characters -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_4: 136 characters -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:32:26,252 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_5: 136 characters -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 14:32:26,252 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 14:32:26,253 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 14:32:26,253 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 14:32:26,253 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 14:32:26,253 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 14:32:26,253 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 14:32:26,253 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,253 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,253 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Process: Agent uses order_lookup to find... -2025-07-24 14:32:26,253 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 14:32:26,253 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_6: 136 characters -2025-07-24 14:32:26,253 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 6, 'relations_with_refs': 4, 'successful_resolutions': 4, 'failed_resolutions': 0} -2025-07-24 14:32:26,253 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 5 entities and 6 relations -2025-07-24 14:32:26,253 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 14:32:26,253 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 14:32:26,253 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 14:32:26,254 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 14:32:26,254 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 14:32:26,254 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 5 entities and 6 relations -2025-07-24 15:29:14,811 - openlit - INFO - Starting openLIT initialization... -2025-07-24 15:29:14,830 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 15:29:15,545 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 15:29:15,597 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 15:29:15,597 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 15:29:15,597 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 15:29:15,962 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 15:29:16,076 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 15:29:16,077 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 15:29:16,678 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 15:29:16,679 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 15:29:18,146 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 15:29:18,149 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 15:29:18,149 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 15:29:18,150 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 15:29:18,150 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 15:29:18,150 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 15:29:18,150 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 15:29:18,150 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 15:29:18,150 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 15:29:18,150 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 15:29:18,151 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 15:29:18,151 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 15:29:18,151 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 15:29:18,151 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 15:29:18,151 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 15:29:18,151 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 15:29:18,151 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 15:29:18,151 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 15:29:18,151 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 15:29:49,092 - openlit - INFO - Starting openLIT initialization... -2025-07-24 15:29:49,111 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 15:29:49,700 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 15:29:49,749 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 15:29:49,749 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 15:29:49,749 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 15:29:50,179 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 15:29:50,297 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 15:29:50,297 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 15:29:50,866 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 15:29:50,867 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 15:29:52,154 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 15:29:52,156 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 15:29:52,156 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 15:29:52,157 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 15:29:52,157 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 15:29:52,157 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 15:29:52,157 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 15:29:52,157 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 15:29:52,157 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 15:29:52,157 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 15:29:52,157 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 15:29:52,157 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 15:29:52,157 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 15:29:52,158 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 15:29:52,158 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 15:29:52,158 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 15:29:52,158 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 15:29:52,158 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 15:29:52,158 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 15:30:04,021 - openlit - INFO - Starting openLIT initialization... -2025-07-24 15:30:04,038 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 15:30:04,603 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 15:30:04,650 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 15:30:04,650 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 15:30:04,650 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 15:30:04,902 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 15:30:05,090 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 15:30:05,090 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 15:30:05,388 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 15:30:05,388 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 15:30:06,562 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 15:30:06,564 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 15:30:06,565 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 15:30:06,565 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 15:30:06,565 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 15:30:06,565 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 15:30:06,565 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 15:30:06,565 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 15:30:06,565 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 15:30:06,565 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 15:30:06,565 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 15:30:06,566 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 15:30:06,566 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 15:30:06,566 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 15:30:06,566 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 15:30:06,566 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 15:30:06,566 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 15:30:06,566 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 15:30:06,566 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 15:55:12,888 - openlit - INFO - Starting openLIT initialization... -2025-07-24 15:55:12,904 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 15:55:13,529 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 15:55:13,580 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 15:55:13,581 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 15:55:13,581 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 15:55:13,962 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 15:55:14,081 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 15:55:14,081 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 15:55:14,679 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 15:55:14,680 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 15:55:16,131 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 15:55:16,133 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 15:55:16,133 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 15:55:16,133 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 15:55:16,134 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 15:55:16,134 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 15:55:16,135 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 15:55:16,135 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 15:55:16,135 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 15:55:17,084 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 15:55:17,084 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with json splitter -2025-07-24 15:55:17,084 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 225 characters -2025-07-24 15:55:17,084 - agentgraph.input.text_processing.chunking_service - INFO - Preprocessed content length: 248 characters -2025-07-24 15:55:17,084 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=200, overlap_size=50 -2025-07-24 15:55:17,084 - agentgraph.input.text_processing.text_chunking_strategies - INFO - JSONSplitter initialized with max_chunk_size=200 -2025-07-24 15:55:17,084 - agentgraph.input.text_processing.chunking_service - INFO - Created JSONSplitter with max_chunk_size=200 -2025-07-24 15:55:17,084 - agentgraph.input.text_processing.text_chunking_strategies - INFO - Splitting content into JSON-based chunks -2025-07-24 15:55:17,084 - agentgraph.input.text_processing.text_chunking_strategies - INFO - Split content into 1 JSON-based chunks -2025-07-24 15:55:17,085 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-24 15:55:17,085 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 2 lines, starting from line 1 -2025-07-24 15:55:17,085 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-24 15:55:17,085 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using json splitter -2025-07-24 15:55:17,085 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=200, overlap_size=50 -2025-07-24 15:55:34,254 - openlit - INFO - Starting openLIT initialization... -2025-07-24 15:55:34,270 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 15:55:34,852 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 15:55:34,898 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 15:55:34,898 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 15:55:34,898 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 15:55:35,238 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 15:55:35,338 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 15:55:35,339 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 15:55:35,890 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 15:55:35,891 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 15:55:37,263 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 15:55:37,265 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 15:55:37,265 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 15:55:37,265 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 15:55:37,265 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 15:55:37,265 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 15:55:37,266 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 15:55:49,066 - openlit - INFO - Starting openLIT initialization... -2025-07-24 15:55:49,082 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 15:55:49,549 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 15:55:49,587 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 15:55:49,587 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 15:55:49,587 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 15:55:49,881 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 15:55:49,965 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 15:55:49,965 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 15:55:50,422 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 15:55:50,423 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 15:55:51,495 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 15:55:51,497 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 15:55:51,497 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 15:55:51,498 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 15:55:51,498 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 15:55:51,498 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 15:55:51,498 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 15:55:51,498 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 15:55:51,498 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 15:55:51,498 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 15:55:51,498 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 15:55:51,498 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 15:55:51,498 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 15:55:51,499 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 15:55:51,499 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 15:55:51,499 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 15:55:51,499 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 15:55:51,499 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 15:55:51,499 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 15:55:52,278 - __main__ - INFO - Processing single text input -2025-07-24 15:55:52,278 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 15:55:52,278 - __main__ - INFO - Initialized BatchKGExtractor with model: gpt-4o-mini, method: production -2025-07-24 15:55:52,278 - __main__ - INFO - Processing batch of 1 texts -2025-07-24 15:55:52,278 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-24 15:55:52,278 - __main__ - INFO - Processing text text_0 -2025-07-24 15:55:52,278 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 15:55:52,278 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 135 characters -2025-07-24 15:55:52,278 - agentgraph.input.text_processing.chunking_service - INFO - Preprocessed content length: 161 characters -2025-07-24 15:55:52,278 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 15:55:52,278 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 15:55:52,284 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 15:55:52,284 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 15:55:52,287 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.14) -2025-07-24 15:55:52,287 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 15:55:52,288 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-24 15:55:52,288 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 10 lines, starting from line 1 -2025-07-24 15:55:52,288 - agentgraph.input.text_processing.chunking_service - DEBUG - Chunk 0: chars 0-161 → lines 1-10 -2025-07-24 15:55:52,288 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-24 15:55:52,288 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 15:55:52,288 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 15:55:52,288 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 15:55:52,288 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 15:55:52,288 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 15:55:52,288 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 15:55:52,290 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 15:55:52,290 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 15:55:52,290 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 15:55:52,290 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 15:55:52,290 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 15:55:52,290 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 15:55:52,290 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 15:55:52,301 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 15:55:52,301 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 15:55:52,301 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 15:55:52,301 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 15:55:52,301 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 15:55:52,301 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 15:55:53,514 - asyncio - ERROR - Task was destroyed but it is pending! -task: wait_for= cb=[gather.._done_callback() at /Users/zekunwu/anaconda3/lib/python3.11/asyncio/tasks.py:764]> -2025-07-24 15:55:53,514 - asyncio - ERROR - Task exception was never retrieved -future: exception=SystemExit(1)> -Traceback (most recent call last): - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/tasks.py", line 476, in wait_for - await waiter -asyncio.exceptions.CancelledError - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/runners.py", line 189, in run - with Runner(debug=debug) as runner: - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/runners.py", line 63, in __exit__ - self.close() - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/runners.py", line 71, in close - _cancel_all_tasks(loop) - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/runners.py", line 201, in _cancel_all_tasks - loop.run_until_complete(tasks.gather(*to_cancel, return_exceptions=True)) - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/base_events.py", line 641, in run_until_complete - self.run_forever() - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/base_events.py", line 608, in run_forever - self._run_once() - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/base_events.py", line 1936, in _run_once - handle._run() - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/events.py", line 84, in _run - self._context.run(self._callback, *self._args) - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/extraction/graph_processing/knowledge_graph_processor.py", line 238, in process_window - result = await asyncio.wait_for( - ^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/tasks.py", line 479, in wait_for - return fut.result() - ^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/crew.py", line 693, in kickoff_async - return await asyncio.to_thread(self.kickoff, inputs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/threads.py", line 25, in to_thread - return await loop.run_in_executor(None, func_call) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/concurrent/futures/thread.py", line 58, in run - result = self.fn(*self.args, **self.kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/crew.py", line 646, in kickoff - result = self._run_sequential_process() - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/crew.py", line 758, in _run_sequential_process - return self._execute_tasks(self.tasks) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/crew.py", line 861, in _execute_tasks - task_output = task.execute_sync( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/task.py", line 328, in execute_sync - return self._execute_core(agent, context, tools) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openlit/instrumentation/crewai/crewai.py", line 67, in wrapper - response = wrapped(*args, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/task.py", line 392, in _execute_core - result = agent.execute_task( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openlit/instrumentation/crewai/crewai.py", line 67, in wrapper - response = wrapped(*args, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/agent.py", line 250, in execute_task - result = self.agent_executor.invoke( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/agents/crew_agent_executor.py", line 112, in invoke - formatted_answer = self._invoke_loop() - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/agents/crew_agent_executor.py", line 155, in _invoke_loop - answer = get_llm_response( - ^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/utilities/agent_utils.py", line 148, in get_llm_response - answer = llm.call( - ^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/llm.py", line 756, in call - crewai_event_bus.emit( - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/utilities/events/crewai_event_bus.py", line 73, in emit - handler(source, event) - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/utilities/events/event_listener.py", line 288, in on_llm_call_started - self.formatter.handle_llm_call_started( - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/utilities/events/utils/console_formatter.py", line 511, in handle_llm_call_started - self.print(tree_to_use) - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/crewai/utilities/events/utils/console_formatter.py", line 72, in print - self.console.print(*args, **kwargs) - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/rich/console.py", line 1678, in print - with self: - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/rich/console.py", line 864, in __exit__ - self._exit_buffer() - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/rich/console.py", line 822, in _exit_buffer - self._check_buffer() - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/rich/console.py", line 2021, in _check_buffer - self.on_broken_pipe() - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/rich/console.py", line 2006, in on_broken_pipe - raise SystemExit(1) -SystemExit: 1 -2025-07-24 16:21:52,413 - openlit - INFO - Starting openLIT initialization... -2025-07-24 16:21:52,429 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 16:21:53,054 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 16:21:53,106 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 16:21:53,106 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 16:21:53,106 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 16:21:53,467 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 16:21:53,581 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 16:21:53,581 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 16:21:54,185 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 16:21:54,187 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 16:21:55,617 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 16:21:55,619 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 16:21:55,619 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 16:21:55,620 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 16:21:55,620 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 16:21:55,620 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 16:21:55,620 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 16:21:55,620 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 16:21:55,620 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 16:21:55,620 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 16:21:55,621 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 16:21:55,621 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 16:21:55,621 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 16:21:55,621 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 16:21:55,621 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 16:21:55,621 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 16:21:55,621 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 16:21:55,621 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 16:21:55,621 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 16:22:08,469 - openlit - INFO - Starting openLIT initialization... -2025-07-24 16:22:08,485 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 16:22:09,085 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 16:22:09,132 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 16:22:09,133 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 16:22:09,133 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 16:22:09,497 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 16:22:09,605 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 16:22:09,605 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 16:22:10,171 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 16:22:10,172 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 16:22:11,447 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 16:22:11,450 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 16:22:11,450 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 16:22:11,450 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 16:22:11,451 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 16:22:11,451 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 16:22:11,451 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 16:22:11,451 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 16:22:11,451 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 16:22:11,451 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 16:22:11,451 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 16:22:11,451 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 16:22:11,451 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 16:22:11,452 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 16:22:11,452 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 16:22:11,452 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 16:22:11,452 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 16:22:11,452 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 16:22:11,452 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 16:38:26,975 - openlit - INFO - Starting openLIT initialization... -2025-07-24 16:38:26,991 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 16:38:27,679 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 16:38:27,737 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 16:38:27,737 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 16:38:27,737 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 16:38:28,035 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 16:38:28,138 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 16:38:28,138 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 16:38:28,630 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 16:38:28,631 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 16:38:30,112 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 16:38:30,115 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 16:38:30,115 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 16:38:30,116 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 16:38:30,116 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 16:38:30,116 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 16:38:30,116 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 16:38:30,116 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 16:38:30,116 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 16:38:30,116 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 16:38:30,117 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 16:38:30,117 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 16:38:30,117 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 16:38:30,117 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 16:38:30,117 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 16:38:30,117 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 16:38:30,117 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 16:38:30,117 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 16:38:30,117 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 16:55:34,677 - openlit - INFO - Starting openLIT initialization... -2025-07-24 16:55:34,694 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 16:55:35,310 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 16:55:35,361 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 16:55:35,362 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 16:55:35,362 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 16:55:35,643 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 16:55:35,736 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 16:55:35,736 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 16:55:36,179 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 16:55:36,180 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 16:55:37,442 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 16:55:37,445 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 16:55:37,445 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 16:55:37,445 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 16:55:37,445 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 16:55:37,445 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 16:55:37,445 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 16:55:37,445 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 16:55:37,445 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 16:55:37,446 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 16:55:37,446 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 16:55:37,446 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 16:55:37,446 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 16:55:37,446 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 16:55:37,446 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 16:55:37,446 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 16:55:37,446 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 16:55:37,446 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 16:55:37,446 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:06:54,583 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:06:54,600 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:06:55,235 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:06:55,290 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:06:55,290 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:06:55,290 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:06:55,668 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:06:55,867 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:06:55,867 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:06:56,163 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:06:56,164 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:06:57,396 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:06:57,399 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:06:57,399 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:06:57,399 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:06:57,399 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:06:57,399 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:06:57,399 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:06:57,400 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:06:57,401 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:16:06,173 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:16:06,191 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:16:06,839 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:16:06,893 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:16:06,893 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:16:06,893 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:16:07,274 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:16:07,393 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:16:07,393 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:16:08,027 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:16:08,028 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:16:09,522 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:16:09,525 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:16:09,525 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:16:09,526 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:16:09,526 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:16:09,526 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:16:09,526 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:16:09,526 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:16:09,526 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:16:09,526 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:16:09,526 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:16:09,526 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:16:09,526 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:16:09,527 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:16:09,527 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:16:09,527 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:16:09,527 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:16:09,527 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:16:09,527 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:16:30,166 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:16:30,183 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:16:30,794 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:16:30,844 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:16:30,845 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:16:30,845 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:16:31,211 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:16:31,326 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:16:31,326 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:16:31,927 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:16:31,928 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:16:34,471 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:16:34,474 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:16:34,474 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:16:34,474 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:16:34,474 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:16:34,474 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:16:34,474 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:16:34,474 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:16:34,474 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:16:34,474 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:16:34,474 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:16:34,475 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:16:34,475 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:16:34,475 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:16:34,475 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:16:34,475 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:16:34,475 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:16:34,475 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:16:34,475 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:18:15,628 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:18:15,646 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:18:16,206 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:18:16,253 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:18:16,254 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:18:16,254 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:18:16,597 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:18:16,701 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:18:16,701 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:18:17,262 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:18:17,263 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:18:18,523 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:18:18,525 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:18:18,525 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:18:18,525 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:18:18,525 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:18:18,525 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:18:18,525 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:18:18,526 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:18:19,656 - __main__ - INFO - Loaded 3 texts from scripts/example_texts.json -2025-07-24 17:18:19,656 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 17:18:19,656 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 17:18:19,656 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 17:18:19,656 - __main__ - INFO - - Preprocessing: False -2025-07-24 17:18:19,656 - __main__ - INFO - - Line numbers: False -2025-07-24 17:18:19,656 - __main__ - INFO - Processing batch of 3 texts -2025-07-24 17:18:19,656 - __main__ - INFO - Processing text 1/3: text_0 -2025-07-24 17:18:19,656 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 17:18:19,656 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:18:19,656 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 360 characters -2025-07-24 17:18:19,656 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:18:19,656 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:18:19,662 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:18:19,662 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:18:19,665 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.12) -2025-07-24 17:18:19,665 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:18:19,666 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:18:19,666 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:18:19,667 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:18:19,667 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:18:19,667 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:18:19,667 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:18:19,668 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:18:19,668 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:18:19,668 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 17:18:19,668 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 17:18:19,668 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:18:19,668 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:18:19,668 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:18:19,678 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:18:19,678 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:18:19,679 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:18:19,679 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:18:19,679 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:18:19,679 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:19:05,054 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:19:05,054 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 6 lines -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 6 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 6 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Role: You are a research assistant AI that he... -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Role: You are a research assistant AI that he... -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Role: You are a research assistant AI that he... -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 1 resolution debug: -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L2-L2 -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Role: You are a research assistant AI that he... -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 1: 91 characters -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 6 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 6 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: web_search... -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: web_search... -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: web_search... -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 2 resolution debug: -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L4-L4 -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: web_search... -2025-07-24 17:19:05,055 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 2: 21 characters -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 6 -2025-07-24 17:19:05,055 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 6 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Input: climate change impacts 2024... -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Input: climate change impacts 2024... -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Input: climate change impacts 2024... -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 3 resolution debug: -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L5-L5 -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Input: climate change impacts 2024... -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 3: 39 characters -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 6 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 6 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Output: Climate change continues to show sign... -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Output: Climate change continues to show sign... -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Output: Climate change continues to show sign... -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 4 resolution debug: -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L6 -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Output: Climate change continues to show sign... -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 4: 150 characters -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 6 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 6 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - WARNING - Line range in ContentReference is out of bounds. -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - bounds check failed: start_idx=6, end_idx=7, lines_len=6 -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: EMPTY... -2025-07-24 17:19:05,056 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 5 resolution debug: -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L7-L7 -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: EMPTY... -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 5: 0 characters -2025-07-24 17:19:05,056 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 5, 'entities_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-24 17:19:05,057 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 6 lines -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Output: Climate change continues to show sign... -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Output: Climate change continues to show sign... -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Output: Climate change continues to show sign... -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:19:05,057 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_1: 150 characters -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Input: climate change impacts 2024... -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Input: climate change impacts 2024... -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Input: climate change impacts 2024... -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:19:05,057 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_3: 39 characters -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Input: climate change impacts 2024... -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Input: climate change impacts 2024... -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Input: climate change impacts 2024... -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:19:05,057 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_4: 39 characters -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - WARNING - Line range in ContentReference is out of bounds. -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - bounds check failed: start_idx=6, end_idx=7, lines_len=6 -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: EMPTY... -2025-07-24 17:19:05,057 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:19:05,057 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_6: 0 characters -2025-07-24 17:19:05,057 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 6, 'relations_with_refs': 4, 'successful_resolutions': 4, 'failed_resolutions': 0} -2025-07-24 17:19:05,058 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 5 entities and 6 relations -2025-07-24 17:19:05,058 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 17:19:05,058 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:19:05,058 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:19:05,059 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:19:05,059 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:19:05,059 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 5 entities and 6 relations -2025-07-24 17:19:05,059 - __main__ - INFO - Processing text 2/3: text_1 -2025-07-24 17:19:05,059 - __main__ - INFO - Processing text text_1 (format: auto) -2025-07-24 17:19:05,059 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:19:05,059 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 445 characters -2025-07-24 17:19:05,059 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:19:05,059 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:19:05,070 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:19:05,070 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:19:05,070 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.12) -2025-07-24 17:19:05,070 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:19:05,071 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:19:05,071 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:19:05,071 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:19:05,071 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:19:05,071 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:19:05,071 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:19:05,074 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:19:05,074 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:19:05,074 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_1 -2025-07-24 17:19:05,074 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_1 -2025-07-24 17:19:05,074 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:19:05,074 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:19:05,074 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:19:05,074 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:19:05,074 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:19:05,074 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:19:05,074 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:19:05,075 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:19:05,075 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:19:15,429 - instructor - DEBUG - Patching `client.chat.completions.create` with mode= -2025-07-24 17:19:15,434 - instructor - DEBUG - Instructor Request: mode.value='tool_call', response_model=, new_kwargs={'messages': [{'role': 'user', 'content': '{\n "entities": [\n {\n "id": "agent_1",\n "type": "Agent",\n "name": "Data Analyst",\n "importance": "HIGH",\n "raw_prompt": "responsible for analyzing customer data",\n "raw_prompt_ref": [\n {\n "line_start": 4,\n "line_end": 4,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "agent_2",\n "type": "Agent",\n "name": "Report Generator",\n "importance": "HIGH",\n "raw_prompt": "creates comprehensive reports",\n "raw_prompt_ref": [\n {\n "line_start": 5,\n "line_end": 5,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "task_1",\n "type": "Task",\n "name": "Analyze sales data from Q4 2023",\n "importance": "HIGH",\n "raw_prompt": "Analyze sales data from Q4 2023",\n "raw_prompt_ref": [\n {\n "line_start": 6,\n "line_end": 6,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "task_2",\n "type": "Task",\n "name": "Generate executive summary report",\n "importance": "HIGH",\n "raw_prompt": "Generate executive summary report",\n "raw_prompt_ref": [\n {\n "line_start": 7,\n "line_end": 7,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "tool_1",\n "type": "Tool",\n "name": "pandas_analyzer",\n "importance": "HIGH",\n "raw_prompt": "analyzes CSV data",\n "raw_prompt_ref": [\n {\n "line_start": 8,\n "line_end": 8,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "tool_2",\n "type": "Tool",\n "name": "report_generator",\n "importance": "HIGH",\n "raw_prompt": "creates PDF reports",\n "raw_prompt_ref": [\n {\n "line_start": 9,\n "line_end": 9,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "flow_1",\n "type": "Flow",\n "name": "Data Analyst performs Task 1 using pandas_analyzer, then Report Generator performs Task 2 using report_generator",\n "importance": "HIGH",\n "raw_prompt": "Data Analyst performs Task 1 using pandas_analyzer, then Report Generator performs Task 2 using report_generator",\n "raw_prompt_ref": [\n {\n "line_start": 10,\n "line_end": 10,\n "confidence": 1.0\n }\n ]\n }\n ]\n}'}], 'model': 'gpt-4o-mini', 'tools': [{'type': 'function', 'function': {'name': 'EntityExtractionList', 'description': 'Correctly extracted `EntityExtractionList` with all the required parameters with correct types', 'parameters': {'$defs': {'ContentReference': {'description': 'Reference to content location in the original trace using line numbers and character positions.\nThis allows AI agents to provide position metadata instead of full content, enabling \nefficient mapping back to the original trace while reducing hallucination risks.\n\nCRITICAL FOR LLMs: Line counting accuracy is essential for proper content resolution.\nUse systematic counting methods and verify your line numbers before submission.', 'properties': {'line_start': {'description': 'Starting line number where the content begins (1-based indexing from , ... markers).\n \n ACCURACY REQUIREMENTS FOR LLMs:\n - Count markers systematically from the beginning of the input\n - Use anchor points: find distinctive text first, then count nearby lines\n - Double-check by counting backwards from a known reference point\n - For multi-line content, this should be the FIRST line containing the content\n - In key-value pairs (e.g. "content": "..."), reference the line where the VALUE starts, not the key\n \n COMMON ERRORS TO AVOID:\n - Miscounting due to skipping indented continuation lines\n - Confusing line numbers when content spans multiple markers\n - Using approximate counting instead of precise marker identification\n \n VERIFICATION: Before submitting, locate your chosen line number and confirm it contains the expected content start.', 'title': 'Line Start', 'type': 'integer'}, 'line_end': {'description': 'Ending line number where content ends (1-based indexing from , ... markers).\n \n ACCURACY REQUIREMENTS FOR LLMs:\n - Must be >= line_start (validation will fail otherwise)\n - For single-line content, line_end should equal line_start\n - For multi-line content, find the LAST line containing the content\n - Include indented continuation lines that are part of the same logical content block\n \n VERIFICATION STRATEGY:\n - Count from line_start to ensure proper range\n - Confirm the line_end marker contains the actual end of the content\n - Check that no content continues beyond your specified line_end', 'title': 'Line End', 'type': 'integer'}, 'confidence': {'default': None, 'description': 'Confidence score for the location reference accuracy (0.0 - 1.0).\n \n CONFIDENCE SCORING GUIDE FOR LLMs:\n - 1.0: Verified by counting twice with consistent results, clear content boundaries\n - 0.9: High confidence with single verification, unambiguous content location \n - 0.8: Good confidence but content boundaries somewhat ambiguous\n - 0.7: Moderate confidence, some uncertainty in exact line boundaries\n - 0.6: Lower confidence due to complex content structure or counting difficulty\n - 0.5 or below: Uncertain about accuracy, recommend manual verification\n \n FACTORS AFFECTING CONFIDENCE:\n - Clarity of content boundaries (higher = more confident)\n - Complexity of surrounding text (simpler = more confident) \n - Verification method used (double-counting = more confident)\n - Presence of clear anchor points (more anchors = more confident)', 'maximum': 1.0, 'minimum': 0.0, 'title': 'Confidence', 'type': 'number'}}, 'required': ['line_start', 'line_end'], 'title': 'ContentReference', 'type': 'object'}, 'Entity': {'properties': {'id': {'description': 'Unique identifier for the entity', 'title': 'Id', 'type': 'string'}, 'type': {'description': 'Type of entity defined by prompt type: Agent (system prompt), Task (instruction prompt), Tool (description prompt), Input (input format prompt), Output (output format prompt), Human (optional prompt). The raw_prompt field is the primary distinguishing factor for entity uniqueness and classification.', 'enum': ['Agent', 'Task', 'Tool', 'Input', 'Output', 'Human'], 'title': 'Type', 'type': 'string'}, 'name': {'description': "Name of the entity derived from the prompt content. Names should reflect the specific prompt or specification that defines this entity. For composite entities, use descriptive names that capture the prompt's scope (e.g., 'SQL Query Generation System Prompt', 'Data Analysis Instruction Set').", 'title': 'Name', 'type': 'string'}, 'importance': {'description': 'Importance level of this entity in the system. HIGH: Core agents, critical tasks, essential tools that are central to system function. MEDIUM: Supporting agents, standard tasks, commonly used tools. LOW: Auxiliary entities, simple tasks, rarely used components.', 'enum': ['HIGH', 'MEDIUM', 'LOW'], 'title': 'Importance', 'type': 'string'}, 'raw_prompt': {'default': '', 'description': 'PRIMARY DISTINGUISHING CONTENT: The actual prompt, specification, or instruction that defines this entity. This is the core content that makes each entity unique and should contain: For Agents (system prompts defining role/capabilities), For Tasks (instruction prompts defining objectives), For Tools (description prompts defining functionality), For Inputs (format specifications), For Outputs (format specifications), For Humans (interaction patterns). This field is more important than the name for entity distinction and relationship mapping.', 'title': 'Raw Prompt', 'type': 'string'}, 'raw_prompt_ref': {'description': 'A list of references to the locations of the raw prompt content in the original trace. When provided, this allows mapping back to all exact positions in the trace where this prompt was found.', 'items': {'$ref': '#/$defs/ContentReference'}, 'title': 'Raw Prompt Ref', 'type': 'array'}}, 'required': ['id', 'type', 'name', 'importance'], 'title': 'Entity', 'type': 'object'}}, 'properties': {'entities': {'default': [], 'items': {'$ref': '#/$defs/Entity'}, 'title': 'Entities', 'type': 'array'}}, 'type': 'object', 'required': []}}}], 'tool_choice': {'type': 'function', 'function': {'name': 'EntityExtractionList'}}} -2025-07-24 17:19:15,435 - instructor - DEBUG - max_retries: 3 -2025-07-24 17:19:15,435 - instructor - DEBUG - Retrying, attempt: 1 -2025-07-24 17:19:23,424 - instructor - DEBUG - Instructor Raw Response: ModelResponse(id='chatcmpl-Bwsx1zPUXi70jSDZiM1LR34XydZID', created=1753373955, model='gpt-4o-mini-2024-07-18', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content=None, role='assistant', tool_calls=[ChatCompletionMessageToolCall(function=Function(arguments='{"entities":[{"id":"agent_1","type":"Agent","name":"Data Analyst","importance":"HIGH","raw_prompt":"responsible for analyzing customer data","raw_prompt_ref":[{"line_start":4,"line_end":4,"confidence":1.0}]},{"id":"agent_2","type":"Agent","name":"Report Generator","importance":"HIGH","raw_prompt":"creates comprehensive reports","raw_prompt_ref":[{"line_start":5,"line_end":5,"confidence":1.0}]},{"id":"task_1","type":"Task","name":"Analyze sales data from Q4 2023","importance":"HIGH","raw_prompt":"Analyze sales data from Q4 2023","raw_prompt_ref":[{"line_start":6,"line_end":6,"confidence":1.0}]},{"id":"task_2","type":"Task","name":"Generate executive summary report","importance":"HIGH","raw_prompt":"Generate executive summary report","raw_prompt_ref":[{"line_start":7,"line_end":7,"confidence":1.0}]},{"id":"tool_1","type":"Tool","name":"pandas_analyzer","importance":"HIGH","raw_prompt":"analyzes CSV data","raw_prompt_ref":[{"line_start":8,"line_end":8,"confidence":1.0}]},{"id":"tool_2","type":"Tool","name":"report_generator","importance":"HIGH","raw_prompt":"creates PDF reports","raw_prompt_ref":[{"line_start":9,"line_end":9,"confidence":1.0}]},{"id":"flow_1","type":"Flow","name":"Data Analyst performs Task 1 using pandas_analyzer, then Report Generator performs Task 2 using report_generator","importance":"HIGH","raw_prompt":"Data Analyst performs Task 1 using pandas_analyzer, then Report Generator performs Task 2 using report_generator","raw_prompt_ref":[{"line_start":10,"line_end":10,"confidence":1.0}]}]}', name='EntityExtractionList'), id='call_UGXmGnmv2SmudEEKl7UiIdjL', type='function')], function_call=None, provider_specific_fields={'refusal': None, 'annotations': []}, refusal=None, annotations=[]))], usage=CompletionUsage(completion_tokens=401, prompt_tokens=1753, total_tokens=2154, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=None, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=None), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=0)), service_tier='default') -2025-07-24 17:19:23,429 - instructor - DEBUG - Parse error: 1 validation error for EntityExtractionList -entities.6.type - Input should be 'Agent', 'Task', 'Tool', 'Input', 'Output' or 'Human' [type=literal_error, input_value='Flow', input_type=str] - For further information visit https://errors.pydantic.dev/2.11/v/literal_error -2025-07-24 17:19:23,429 - instructor - DEBUG - Retrying, attempt: 2 -2025-07-24 17:19:28,688 - instructor - DEBUG - Instructor Raw Response: ModelResponse(id='chatcmpl-Bwsx9Xqy9PJF5HS4HwANNoFefK8Zw', created=1753373963, model='gpt-4o-mini-2024-07-18', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content=None, role='assistant', tool_calls=[ChatCompletionMessageToolCall(function=Function(arguments='{"entities":[{"id":"agent_1","type":"Agent","name":"Data Analyst","importance":"HIGH","raw_prompt":"responsible for analyzing customer data","raw_prompt_ref":[{"line_start":4,"line_end":4,"confidence":1.0}]},{"id":"agent_2","type":"Agent","name":"Report Generator","importance":"HIGH","raw_prompt":"creates comprehensive reports","raw_prompt_ref":[{"line_start":5,"line_end":5,"confidence":1.0}]},{"id":"task_1","type":"Task","name":"Analyze sales data from Q4 2023","importance":"HIGH","raw_prompt":"Analyze sales data from Q4 2023","raw_prompt_ref":[{"line_start":6,"line_end":6,"confidence":1.0}]},{"id":"task_2","type":"Task","name":"Generate executive summary report","importance":"HIGH","raw_prompt":"Generate executive summary report","raw_prompt_ref":[{"line_start":7,"line_end":7,"confidence":1.0}]},{"id":"tool_1","type":"Tool","name":"pandas_analyzer","importance":"HIGH","raw_prompt":"analyzes CSV data","raw_prompt_ref":[{"line_start":8,"line_end":8,"confidence":1.0}]},{"id":"tool_2","type":"Tool","name":"report_generator","importance":"HIGH","raw_prompt":"creates PDF reports","raw_prompt_ref":[{"line_start":9,"line_end":9,"confidence":1.0}]}]}', name='EntityExtractionList'), id='call_kDTgRpJxnHx8uZC1f5tP0U9y', type='function')], function_call=None, provider_specific_fields={'refusal': None, 'annotations': []}, refusal=None, annotations=[]))], usage=CompletionUsage(completion_tokens=717, prompt_tokens=4010, total_tokens=4727, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=None, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=None), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=2048)), service_tier='default') -2025-07-24 17:20:20,674 - instructor - DEBUG - Patching `client.chat.completions.create` with mode= -2025-07-24 17:20:20,698 - instructor - DEBUG - Instructor Request: mode.value='tool_call', response_model=, new_kwargs={'messages': [{'role': 'user', 'content': '{\n "entities": [\n {\n "id": "agent_1",\n "type": "Agent",\n "name": "Data Analyst",\n "importance": "HIGH",\n "raw_prompt": "responsible for analyzing customer data",\n "raw_prompt_ref": [\n {\n "line_start": 4,\n "line_end": 4,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "agent_2",\n "type": "Agent",\n "name": "Report Generator",\n "importance": "HIGH",\n "raw_prompt": "creates comprehensive reports",\n "raw_prompt_ref": [\n {\n "line_start": 5,\n "line_end": 5,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "task_1",\n "type": "Task",\n "name": "Analyze sales data from Q4 2023",\n "importance": "HIGH",\n "raw_prompt": "Analyze sales data from Q4 2023",\n "raw_prompt_ref": [\n {\n "line_start": 6,\n "line_end": 6,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "task_2",\n "type": "Task",\n "name": "Generate executive summary report",\n "importance": "HIGH",\n "raw_prompt": "Generate executive summary report",\n "raw_prompt_ref": [\n {\n "line_start": 7,\n "line_end": 7,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "tool_1",\n "type": "Tool",\n "name": "pandas_analyzer",\n "importance": "HIGH",\n "raw_prompt": "analyzes CSV data",\n "raw_prompt_ref": [\n {\n "line_start": 8,\n "line_end": 8,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "tool_2",\n "type": "Tool",\n "name": "report_generator",\n "importance": "HIGH",\n "raw_prompt": "creates PDF reports",\n "raw_prompt_ref": [\n {\n "line_start": 9,\n "line_end": 9,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "flow_1",\n "type": "Flow",\n "name": "Data Analyst performs Task 1 using pandas_analyzer, then Report Generator performs Task 2 using report_generator",\n "importance": "HIGH",\n "raw_prompt": "Data Analyst performs Task 1 using pandas_analyzer, then Report Generator performs Task 2 using report_generator",\n "raw_prompt_ref": [\n {\n "line_start": 10,\n "line_end": 10,\n "confidence": 1.0\n }\n ]\n }\n ],\n "relations": [\n {\n "id": "relation_1",\n "source": "task_1",\n "target": "agent_1",\n "type": "ASSIGNED_TO",\n "importance": "HIGH",\n "interaction_prompt": "",\n "interaction_prompt_ref": []\n },\n {\n "id": "relation_2",\n "source": "agent_1",\n "target": "task_1",\n "type": "PERFORMS",\n "importance": "HIGH",\n "interaction_prompt": "",\n "interaction_prompt_ref": []\n },\n {\n "id": "relation_3",\n "source": "task_1",\n "target": "tool_1",\n "type": "REQUIRED_BY",\n "importance": "HIGH",\n "interaction_prompt": "analyzes CSV data",\n "interaction_prompt_ref": [\n {\n "line_start": 8,\n "line_end": 8,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "relation_4",\n "source": "agent_1",\n "target": "tool_1",\n "type": "USES",\n "importance": "HIGH",\n "interaction_prompt": "analyzes CSV data",\n "interaction_prompt_ref": [\n {\n "line_start": 8,\n "line_end": 8,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "relation_5",\n "source": "agent_2",\n "target": "task_2",\n "type": "ASSIGNED_TO",\n "importance": "HIGH",\n "interaction_prompt": "",\n "interaction_prompt_ref": []\n },\n {\n "id": "relation_6",\n "source": "agent_2",\n "target": "task_2",\n "type": "PERFORMS",\n "importance": "HIGH",\n "interaction_prompt": "",\n "interaction_prompt_ref": []\n },\n {\n "id": "relation_7",\n "source": "task_2",\n "target": "tool_2",\n "type": "REQUIRED_BY",\n "importance": "HIGH",\n "interaction_prompt": "creates PDF reports",\n "interaction_prompt_ref": [\n {\n "line_start": 9,\n "line_end": 9,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "relation_8",\n "source": "agent_2",\n "target": "tool_2",\n "type": "USES",\n "importance": "HIGH",\n "interaction_prompt": "creates PDF reports",\n "interaction_prompt_ref": [\n {\n "line_start": 9,\n "line_end": 9,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "relation_9",\n "source": "task_1",\n "target": "task_2",\n "type": "NEXT",\n "importance": "HIGH",\n "interaction_prompt": "",\n "interaction_prompt_ref": []\n },\n {\n "id": "relation_10",\n "source": "task_1",\n "target": "output_1",\n "type": "PRODUCES",\n "importance": "HIGH",\n "interaction_prompt": "",\n "interaction_prompt_ref": []\n },\n {\n "id": "relation_11",\n "source": "output_1",\n "target": "human_1",\n "type": "DELIVERS_TO",\n "importance": "HIGH",\n "interaction_prompt": "Output format specification",\n "interaction_prompt_ref": [\n {\n "line_start": 10,\n "line_end": 10,\n "confidence": 1.0\n }\n ]\n }\n ],\n "failures": [\n {\n "id": "failure_1",\n "risk_type": "AGENT_ERROR",\n "description": "Data Analyst might not perform task due to unavailability.",\n "raw_text": "assumed presence of Data Analyst for all tasks.",\n "raw_text_ref": [\n {\n "line_start": 4,\n "line_end": 4,\n "confidence": 1.0\n }\n ],\n "affected_id": "agent_1"\n },\n {\n "id": "failure_2",\n "risk_type": "PLANNING_ERROR",\n "description": "Lack of a buffer for delays can cause schedule overlaps.",\n "raw_text": "tasks dependent on completion.",\n "raw_text_ref": [\n {\n "line_start": 6,\n "line_end": 6,\n "confidence": 1.0\n }\n ],\n "affected_id": "task_1"\n }\n ],\n "system_name": "Sales Data Analysis and Reporting System",\n "system_summary": "This system analyzes sales data from Q4 2023 through the Data Analyst\'s performance of the task using the pandas_analyzer tool. Once the analysis is complete, a summary report is generated by the Report Generator using the report_generator tool, culminating in execution of key data processes in a structured flow."\n}'}], 'model': 'gpt-4o-mini', 'tools': [{'type': 'function', 'function': {'name': 'KnowledgeGraph', 'description': 'Correctly extracted `KnowledgeGraph` with all the required parameters with correct types', 'parameters': {'$defs': {'ContentReference': {'description': 'Reference to content location in the original trace using line numbers and character positions.\nThis allows AI agents to provide position metadata instead of full content, enabling \nefficient mapping back to the original trace while reducing hallucination risks.\n\nCRITICAL FOR LLMs: Line counting accuracy is essential for proper content resolution.\nUse systematic counting methods and verify your line numbers before submission.', 'properties': {'line_start': {'description': 'Starting line number where the content begins (1-based indexing from , ... markers).\n \n ACCURACY REQUIREMENTS FOR LLMs:\n - Count markers systematically from the beginning of the input\n - Use anchor points: find distinctive text first, then count nearby lines\n - Double-check by counting backwards from a known reference point\n - For multi-line content, this should be the FIRST line containing the content\n - In key-value pairs (e.g. "content": "..."), reference the line where the VALUE starts, not the key\n \n COMMON ERRORS TO AVOID:\n - Miscounting due to skipping indented continuation lines\n - Confusing line numbers when content spans multiple markers\n - Using approximate counting instead of precise marker identification\n \n VERIFICATION: Before submitting, locate your chosen line number and confirm it contains the expected content start.', 'title': 'Line Start', 'type': 'integer'}, 'line_end': {'description': 'Ending line number where content ends (1-based indexing from , ... markers).\n \n ACCURACY REQUIREMENTS FOR LLMs:\n - Must be >= line_start (validation will fail otherwise)\n - For single-line content, line_end should equal line_start\n - For multi-line content, find the LAST line containing the content\n - Include indented continuation lines that are part of the same logical content block\n \n VERIFICATION STRATEGY:\n - Count from line_start to ensure proper range\n - Confirm the line_end marker contains the actual end of the content\n - Check that no content continues beyond your specified line_end', 'title': 'Line End', 'type': 'integer'}, 'confidence': {'default': None, 'description': 'Confidence score for the location reference accuracy (0.0 - 1.0).\n \n CONFIDENCE SCORING GUIDE FOR LLMs:\n - 1.0: Verified by counting twice with consistent results, clear content boundaries\n - 0.9: High confidence with single verification, unambiguous content location \n - 0.8: Good confidence but content boundaries somewhat ambiguous\n - 0.7: Moderate confidence, some uncertainty in exact line boundaries\n - 0.6: Lower confidence due to complex content structure or counting difficulty\n - 0.5 or below: Uncertain about accuracy, recommend manual verification\n \n FACTORS AFFECTING CONFIDENCE:\n - Clarity of content boundaries (higher = more confident)\n - Complexity of surrounding text (simpler = more confident) \n - Verification method used (double-counting = more confident)\n - Presence of clear anchor points (more anchors = more confident)', 'maximum': 1.0, 'minimum': 0.0, 'title': 'Confidence', 'type': 'number'}}, 'required': ['line_start', 'line_end'], 'title': 'ContentReference', 'type': 'object'}, 'Entity': {'properties': {'id': {'description': 'Unique identifier for the entity', 'title': 'Id', 'type': 'string'}, 'type': {'description': 'Type of entity defined by prompt type: Agent (system prompt), Task (instruction prompt), Tool (description prompt), Input (input format prompt), Output (output format prompt), Human (optional prompt). The raw_prompt field is the primary distinguishing factor for entity uniqueness and classification.', 'enum': ['Agent', 'Task', 'Tool', 'Input', 'Output', 'Human'], 'title': 'Type', 'type': 'string'}, 'name': {'description': "Name of the entity derived from the prompt content. Names should reflect the specific prompt or specification that defines this entity. For composite entities, use descriptive names that capture the prompt's scope (e.g., 'SQL Query Generation System Prompt', 'Data Analysis Instruction Set').", 'title': 'Name', 'type': 'string'}, 'importance': {'description': 'Importance level of this entity in the system. HIGH: Core agents, critical tasks, essential tools that are central to system function. MEDIUM: Supporting agents, standard tasks, commonly used tools. LOW: Auxiliary entities, simple tasks, rarely used components.', 'enum': ['HIGH', 'MEDIUM', 'LOW'], 'title': 'Importance', 'type': 'string'}, 'raw_prompt': {'default': '', 'description': 'PRIMARY DISTINGUISHING CONTENT: The actual prompt, specification, or instruction that defines this entity. This is the core content that makes each entity unique and should contain: For Agents (system prompts defining role/capabilities), For Tasks (instruction prompts defining objectives), For Tools (description prompts defining functionality), For Inputs (format specifications), For Outputs (format specifications), For Humans (interaction patterns). This field is more important than the name for entity distinction and relationship mapping.', 'title': 'Raw Prompt', 'type': 'string'}, 'raw_prompt_ref': {'description': 'A list of references to the locations of the raw prompt content in the original trace. When provided, this allows mapping back to all exact positions in the trace where this prompt was found.', 'items': {'$ref': '#/$defs/ContentReference'}, 'title': 'Raw Prompt Ref', 'type': 'array'}}, 'required': ['id', 'type', 'name', 'importance'], 'title': 'Entity', 'type': 'object'}, 'Failure': {'description': 'Represents a failure / risk event located via ContentReference.', 'properties': {'id': {'description': 'Unique identifier for the failure event', 'title': 'Id', 'type': 'string'}, 'risk_type': {'description': 'Categorised failure type (predefined list)', 'enum': ['AGENT_ERROR', 'PLANNING_ERROR', 'EXECUTION_ERROR', 'RETRIEVAL_ERROR', 'HALLUCINATION'], 'title': 'Risk Type', 'type': 'string'}, 'description': {'description': 'One-sentence explanation of the failure', 'title': 'Description', 'type': 'string'}, 'raw_text': {'default': '', 'description': 'Exact snippet of trace text that evidences the failure (can be left blank and recovered via raw_text_ref)', 'title': 'Raw Text', 'type': 'string'}, 'raw_text_ref': {'description': 'List of references to every occurrence of the failure evidence in the trace', 'items': {'$ref': '#/$defs/ContentReference'}, 'title': 'Raw Text Ref', 'type': 'array'}, 'affected_id': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': 'ID of related Entity or Relation responsible for or impacted by the failure', 'title': 'Affected Id'}}, 'required': ['risk_type', 'description', 'raw_text_ref'], 'title': 'Failure', 'type': 'object'}, 'Relation': {'properties': {'id': {'description': 'Unique identifier for the relation', 'title': 'Id', 'type': 'string'}, 'source': {'description': 'ID of the source entity', 'title': 'Source', 'type': 'string'}, 'target': {'description': 'ID of the target entity', 'title': 'Target', 'type': 'string'}, 'type': {'description': 'Type of relation (only predefined types are allowed)', 'enum': ['CONSUMED_BY', 'PERFORMS', 'ASSIGNED_TO', 'USES', 'REQUIRED_BY', 'SUBTASK_OF', 'NEXT', 'PRODUCES', 'DELIVERS_TO', 'INTERVENES'], 'title': 'Type', 'type': 'string'}, 'importance': {'description': 'Importance level of this relationship in the system. HIGH: Critical data flows, core agent-task assignments, essential tool usage. MEDIUM: Standard workflows, common interactions, regular data processing. LOW: Auxiliary connections, optional steps, rarely activated relationships.', 'enum': ['HIGH', 'MEDIUM', 'LOW'], 'title': 'Importance', 'type': 'string'}, 'interaction_prompt': {'default': '', 'description': "Actual runtime interaction message/log that shows this relationship occurring during execution. Contains the exact text from the trace where this interaction happened (e.g., 'Agent started task X', 'Calling tool Y with parameters Z', 'User provided feedback: ABC'). This is NOT the static prompt definition but the dynamic interaction evidence.", 'title': 'Interaction Prompt', 'type': 'string'}, 'interaction_prompt_ref': {'description': 'List of references to the locations of interaction prompt content in the original trace. Enables mapping back to all occurrences of the interaction prompt.', 'items': {'$ref': '#/$defs/ContentReference'}, 'title': 'Interaction Prompt Ref', 'type': 'array'}}, 'required': ['source', 'target', 'type', 'importance'], 'title': 'Relation', 'type': 'object'}}, 'properties': {'entities': {'description': 'List of entities in the knowledge graph', 'items': {'$ref': '#/$defs/Entity'}, 'title': 'Entities', 'type': 'array'}, 'relations': {'description': 'List of relations in the knowledge graph', 'items': {'$ref': '#/$defs/Relation'}, 'title': 'Relations', 'type': 'array'}, 'failures': {'description': 'List of detected risk or failure events across the trace', 'items': {'$ref': '#/$defs/Failure'}, 'title': 'Failures', 'type': 'array'}, 'system_name': {'default': '', 'description': 'A concise, descriptive name for the agent system', 'title': 'System Name', 'type': 'string'}, 'system_summary': {'default': '', 'description': "A short 2-3 sentence summary of the agent system's purpose and structure", 'title': 'System Summary', 'type': 'string'}}, 'type': 'object', 'required': ['entities', 'failures', 'relations']}}}], 'tool_choice': {'type': 'function', 'function': {'name': 'KnowledgeGraph'}}} -2025-07-24 17:20:20,699 - instructor - DEBUG - max_retries: 3 -2025-07-24 17:20:20,699 - instructor - DEBUG - Retrying, attempt: 1 -2025-07-24 17:20:25,164 - instructor - DEBUG - Instructor Raw Response: ModelResponse(id='chatcmpl-Bwsy4ouss1y22gkMaiAyxZcBUrSxX', created=1753374020, model='gpt-4o-mini-2024-07-18', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content=None, role='assistant', tool_calls=[ChatCompletionMessageToolCall(function=Function(arguments='{"entities":[{"id":"agent_1","type":"Agent","name":"Data Analyst","importance":"HIGH","raw_prompt":"responsible for analyzing customer data","raw_prompt_ref":[{"line_start":4,"line_end":4,"confidence":1}]}],"relations":[{"source":"task_1","target":"agent_1","type":"ASSIGNED_TO","importance":"HIGH"},{"source":"agent_1","target":"task_1","type":"PERFORMS","importance":"HIGH"}],"failures":[{"risk_type":"AGENT_ERROR","description":"Data Analyst might not perform task due to unavailability.","raw_text":"assumed presence of Data Analyst for all tasks.","raw_text_ref":[{"line_start":4,"line_end":4,"confidence":1}],"affected_id":"agent_1"}],"system_name":"Sales Data Analysis and Reporting System","system_summary":"This system analyzes sales data from Q4 2023 through the Data Analyst\'s performance of the task using the pandas_analyzer tool. Once the analysis is complete, a summary report is generated by the Report Generator using the report_generator tool, culminating in execution of key data processes in a structured flow."}', name='KnowledgeGraph'), id='call_46UwZ1t6PnunkPLzfiCT7IIf', type='function')], function_call=None, provider_specific_fields={'refusal': None, 'annotations': []}, refusal=None, annotations=[]))], usage=CompletionUsage(completion_tokens=241, prompt_tokens=4751, total_tokens=4992, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=None, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=None), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=0)), service_tier='default') -2025-07-24 17:20:25,173 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:20:25,173 - agentgraph.extraction.graph_processing.knowledge_graph_processor - WARNING - Failed to resolve content references for window 0: 1 validation error for Entity -type - Input should be 'Agent', 'Task', 'Tool', 'Input', 'Output' or 'Human' [type=literal_error, input_value='Flow', input_type=str] - For further information visit https://errors.pydantic.dev/2.11/v/literal_error -2025-07-24 17:20:25,173 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:20:25,174 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:20:25,174 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:20:25,174 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:20:25,174 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 7 entities and 11 relations -2025-07-24 17:20:25,174 - __main__ - INFO - Processing text 3/3: text_2 -2025-07-24 17:20:25,174 - __main__ - INFO - Processing text text_2 (format: auto) -2025-07-24 17:20:25,174 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:20:25,174 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 434 characters -2025-07-24 17:20:25,174 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:20:25,174 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:20:25,183 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:20:25,183 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:20:25,183 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.12) -2025-07-24 17:20:25,184 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:20:25,184 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:20:25,184 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:20:25,184 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:20:25,184 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:20:25,184 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:20:25,184 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:20:25,187 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_2 -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_2 -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:20:25,187 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:20:25,187 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:21:01,068 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:21:01,068 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 7 lines -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: email_sender - sends emails to customer... -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: email_sender - sends emails to customer... -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: email_sender - sends emails to customer... -2025-07-24 17:21:01,068 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 1 resolution debug: -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L6 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: email_sender - sends emails to customer... -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 1: 51 characters -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L3 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L3 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 3 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Agent: Customer Support AI... -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Agent: Customer Support AI... -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Agent: Customer Support AI... -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 2 resolution debug: -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L3-L3 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Agent: Customer Support AI... -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 2: 31 characters -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Process: Agent uses order_lookup to find cust... -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Process: Agent uses order_lookup to find cust... -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Process: Agent uses order_lookup to find cust... -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 3 resolution debug: -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L7-L7 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Process: Agent uses order_lookup to find cust... -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 3: 131 characters -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L8-L8 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L8-L8 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 7, end_idx: 8 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - WARNING - Line range in ContentReference is out of bounds. -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - bounds check failed: start_idx=7, end_idx=8, lines_len=7 -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: EMPTY... -2025-07-24 17:21:01,069 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 4 resolution debug: -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L8-L8 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:21:01,069 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: EMPTY... -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 4: 0 characters -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L9-L9 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L9-L9 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 8, end_idx: 9 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - WARNING - Line range in ContentReference is out of bounds. -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - bounds check failed: start_idx=8, end_idx=9, lines_len=7 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: EMPTY... -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 5 resolution debug: -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L9-L9 -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: EMPTY... -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 5: 0 characters -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 5, 'entities_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 7 lines -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L3 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L3 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 3 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Agent: Customer Support AI... -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Agent: Customer Support AI... -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Agent: Customer Support AI... -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel1: 31 characters -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L9-L9 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L9-L9 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 8, end_idx: 9 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - WARNING - Line range in ContentReference is out of bounds. -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - bounds check failed: start_idx=8, end_idx=9, lines_len=7 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: EMPTY... -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:21:01,070 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel3: 0 characters -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L9-L9 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L9-L9 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 8, end_idx: 9 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:21:01,070 - agentgraph.input.text_processing.trace_line_processor - WARNING - Line range in ContentReference is out of bounds. -2025-07-24 17:21:01,071 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - bounds check failed: start_idx=8, end_idx=9, lines_len=7 -2025-07-24 17:21:01,071 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: EMPTY... -2025-07-24 17:21:01,071 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:21:01,071 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel4: 0 characters -2025-07-24 17:21:01,071 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 4, 'relations_with_refs': 3, 'successful_resolutions': 3, 'failed_resolutions': 0} -2025-07-24 17:21:01,071 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 5 entities and 4 relations -2025-07-24 17:21:01,071 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 17:21:01,071 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:21:01,071 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:21:01,072 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:21:01,072 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:21:01,072 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 5 entities and 4 relations -2025-07-24 17:21:01,074 - __main__ - INFO - Results saved to /tmp/test_results.json -2025-07-24 17:22:17,872 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:22:17,888 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:22:18,462 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:22:18,508 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:22:18,508 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:22:18,508 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:22:18,842 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:22:18,941 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:22:18,941 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:22:19,495 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:22:19,496 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:22:20,824 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:22:20,826 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:22:20,826 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:22:20,826 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:22:20,826 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:22:20,826 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:22:20,826 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:22:20,826 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:22:20,827 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:22:21,931 - __main__ - INFO - Treating JSON object as single trace/text input -2025-07-24 17:22:21,931 - __main__ - INFO - Loaded 1 texts from /tmp/test_langsmith.json -2025-07-24 17:22:21,931 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 17:22:21,931 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 17:22:21,931 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 17:22:21,931 - __main__ - INFO - - Preprocessing: False -2025-07-24 17:22:21,931 - __main__ - INFO - - Line numbers: False -2025-07-24 17:22:21,931 - __main__ - INFO - Processing batch of 1 texts -2025-07-24 17:22:21,931 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-24 17:22:21,931 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 17:22:21,931 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:22:21,931 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 238 characters -2025-07-24 17:22:21,931 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:22:21,931 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:22:21,937 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:22:21,937 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:22:21,939 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.14) -2025-07-24 17:22:21,939 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:22:21,940 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:22:21,940 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:22:21,941 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:22:21,941 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:22:21,941 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:22:21,941 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:22:21,942 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:22:21,942 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:22:21,942 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 17:22:21,942 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 17:22:21,943 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:22:21,943 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:22:21,943 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:22:21,952 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:22:21,952 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:22:21,953 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:22:21,953 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:22:21,953 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:22:21,953 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:22:49,928 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:22:49,928 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 16 lines -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: {... -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: {... -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: {... -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity agent_1 resolution debug: -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L4-L4 -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: {... -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity agent_1: 10 characters -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "id": "run1",... -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "id": "run1",... -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "id": "run1",... -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_1 resolution debug: -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L5-L5 -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: "id": "run1",... -2025-07-24 17:22:49,929 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_1: 24 characters -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:22:49,929 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "run_type": "llm",... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "run_type": "llm",... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "run_type": "llm",... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity input_1 resolution debug: -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L7-L7 -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: "run_type": "llm",... -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity input_1: 29 characters -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L10-L10 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L10-L10 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 9, end_idx: 10 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: },... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: },... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: },... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity output_1 resolution debug: -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L10-L10 -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: },... -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity output_1: 14 characters -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 4, 'entities_with_refs': 4, 'successful_resolutions': 4, 'failed_resolutions': 0} -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 16 lines -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "run_type": "llm",... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "run_type": "llm",... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "run_type": "llm",... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_1: 29 characters -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L10-L10 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L10-L10 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 9, end_idx: 10 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: },... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: },... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: },... -2025-07-24 17:22:49,930 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_4: 14 characters -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 4, 'relations_with_refs': 2, 'successful_resolutions': 2, 'failed_resolutions': 0} -2025-07-24 17:22:49,930 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 4 entities and 4 relations -2025-07-24 17:22:49,930 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 17:22:49,931 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:22:49,931 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:22:49,932 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:22:49,932 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:22:49,932 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 4 entities and 4 relations -2025-07-24 17:22:49,933 - __main__ - INFO - Results saved to /tmp/test_output.json -2025-07-24 17:23:10,280 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:23:10,295 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:23:10,856 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:23:10,901 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:23:10,902 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:23:10,902 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:23:11,227 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:23:11,339 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:23:11,339 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:23:11,879 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:23:11,880 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:23:13,118 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:23:13,121 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:23:13,121 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:23:13,121 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:23:13,121 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:23:13,122 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:23:13,123 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:23:13,123 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:23:13,123 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:23:14,040 - __main__ - INFO - Treating JSON object as single trace/text input -2025-07-24 17:23:14,040 - __main__ - INFO - Loaded 1 texts from /tmp/test_langsmith.json -2025-07-24 17:23:14,040 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 17:23:14,040 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 17:23:14,040 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 17:23:14,040 - __main__ - INFO - - Preprocessing: True -2025-07-24 17:23:14,040 - __main__ - INFO - - Line numbers: True -2025-07-24 17:23:14,040 - __main__ - INFO - Processing batch of 1 texts -2025-07-24 17:23:14,040 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-24 17:23:14,040 - __main__ - WARNING - Trace preprocessing failed: 31 validation errors for LangSmithTrace -trace_name - Field required [type=missing, input_value={'trace_id': 'test_id', '...sponse': 'Hi there!'}}]}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -project_name - Field required [type=missing, input_value={'trace_id': 'test_id', '...sponse': 'Hi there!'}}]}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -export_time - Field required [type=missing, input_value={'trace_id': 'test_id', '...sponse': 'Hi there!'}}]}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -total_runs - Field required [type=missing, input_value={'trace_id': 'test_id', '...sponse': 'Hi there!'}}]}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.start_time - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.end_time - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.extra - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.error - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.serialized - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.events - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.parent_run_id - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.tags - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.attachments - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.session_id - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.child_run_ids - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.child_runs - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.feedback_stats - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.app_path - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.manifest_id - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.status - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.prompt_tokens - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.completion_tokens - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.total_tokens - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.first_token_time - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.total_cost - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.prompt_cost - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.completion_cost - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.parent_run_ids - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.trace_id - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.dotted_order - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs.0.in_dataset - Field required [type=missing, input_value={'id': 'run1', 'name': 't...response': 'Hi there!'}}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing, using original text -2025-07-24 17:23:14,041 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 16 lines, starting from line 1 -2025-07-24 17:23:14,041 - __main__ - INFO - Added line numbers: 16 lines -2025-07-24 17:23:14,041 - __main__ - INFO - Processing text text_0 (format: langsmith) -2025-07-24 17:23:14,041 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:23:14,041 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 325 characters -2025-07-24 17:23:14,041 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:23:14,041 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:23:14,046 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:23:14,046 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:23:14,049 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 17:23:14,049 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:23:14,050 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:23:14,050 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:23:14,050 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:23:14,050 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:23:14,050 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:23:14,050 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:23:14,052 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:23:14,052 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:23:14,052 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 17:23:14,052 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 17:23:14,052 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:23:14,052 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:23:14,052 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:23:14,063 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:23:14,063 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:23:14,063 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:23:14,063 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:23:14,063 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:23:14,063 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:23:39,556 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:23:39,556 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 16 lines -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "run_type": "llm",... -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "run_type": "llm",... -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "run_type": "llm",... -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 1 resolution debug: -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L7-L7 -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: "run_type": "llm",... -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 1: 34 characters -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "name": "test_run",... -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "name": "test_run",... -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "name": "test_run",... -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 2 resolution debug: -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L6 -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: "name": "test_run",... -2025-07-24 17:23:39,557 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 2: 35 characters -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L9-L9 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L9-L9 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 8, end_idx: 9 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:23:39,557 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "query": "Hello"... -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "query": "Hello"... -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "query": "Hello"... -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 3 resolution debug: -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L9-L9 -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: "query": "Hello"... -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 3: 34 characters -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L12-L12 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L12-L12 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 11, end_idx: 12 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "response": "Hi there!"... -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "response": "Hi there!"... -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "response": "Hi there!"... -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 4 resolution debug: -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L12-L12 -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: "response": "Hi there!"... -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 4: 43 characters -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 4, 'entities_with_refs': 4, 'successful_resolutions': 4, 'failed_resolutions': 0} -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 16 lines -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L9-L9 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L9-L9 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 8, end_idx: 9 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "query": "Hello"... -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "query": "Hello"... -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "query": "Hello"... -2025-07-24 17:23:39,558 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_1: 34 characters -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 3, 'relations_with_refs': 1, 'successful_resolutions': 1, 'failed_resolutions': 0} -2025-07-24 17:23:39,558 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 4 entities and 3 relations -2025-07-24 17:23:39,559 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 17:23:39,559 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:23:39,559 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:23:39,560 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:23:39,560 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:23:39,560 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 4 entities and 3 relations -2025-07-24 17:23:39,561 - __main__ - INFO - Results saved to /tmp/test_preprocessed.json -2025-07-24 17:23:58,773 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:23:58,787 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:23:59,317 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:23:59,363 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:23:59,363 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:23:59,364 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:23:59,683 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:23:59,784 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:23:59,784 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:24:00,311 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:24:00,311 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:24:01,529 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:24:01,531 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:24:01,531 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:24:01,532 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:24:01,532 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:24:01,532 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:24:01,532 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:24:01,532 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:24:01,532 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:24:01,532 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:24:01,532 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:24:01,532 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:24:01,532 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:24:01,532 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:24:01,533 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:24:01,533 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:24:01,533 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:24:01,533 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:24:01,533 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:24:02,434 - __main__ - INFO - Treating file as plain text input -2025-07-24 17:24:02,434 - __main__ - INFO - Loaded 1 texts from /tmp/plain_text.txt -2025-07-24 17:24:02,434 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 17:24:02,434 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 17:24:02,434 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 17:24:02,434 - __main__ - INFO - - Preprocessing: False -2025-07-24 17:24:02,434 - __main__ - INFO - - Line numbers: False -2025-07-24 17:24:02,434 - __main__ - INFO - Processing batch of 1 texts -2025-07-24 17:24:02,434 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-24 17:24:02,434 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 17:24:02,434 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:24:02,434 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 109 characters -2025-07-24 17:24:02,434 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:24:02,434 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:24:02,439 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:24:02,440 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:24:02,442 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 17:24:02,442 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:24:02,443 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:24:02,443 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:24:02,443 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:24:02,443 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:24:02,443 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:24:02,443 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:24:02,445 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:24:02,445 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic_fallback, window_size=350000, overlap=0) -2025-07-24 17:24:02,445 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 17:24:02,445 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 17:24:02,445 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:24:02,445 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:24:02,445 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:24:02,457 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:24:02,457 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:24:02,457 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:24:02,457 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:24:02,457 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:24:02,457 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:24:50,142 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 2 lines -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 2 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L1-L1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L1-L1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 0, end_idx: 1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 2 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 1 resolution debug: -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L1-L1 -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 1: 113 characters -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 2 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L1-L1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L1-L1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 0, end_idx: 1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 2 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 2 resolution debug: -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L1-L1 -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,143 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 2: 113 characters -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 2 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L1-L1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L1-L1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 0, end_idx: 1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 2 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,143 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 3 resolution debug: -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L1-L1 -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 3: 113 characters -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 2 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L1-L1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L1-L1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 0, end_idx: 1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 2 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 4 resolution debug: -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L1-L1 -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 4: 113 characters -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 2 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L1-L1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L1-L1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 0, end_idx: 1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 2 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity 5 resolution debug: -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L1-L1 -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity 5: 113 characters -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 5, 'entities_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 2 lines -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 2 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L1-L1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L1-L1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 0, end_idx: 1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 2 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:24:50,144 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_1: 113 characters -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 2 -2025-07-24 17:24:50,144 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L1-L1 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L1-L1 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 0, end_idx: 1 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 2 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:24:50,145 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_3: 113 characters -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 2 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L1-L1 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L1-L1 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 0, end_idx: 1 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 2 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: This is a simple agent trace: User asks about... -2025-07-24 17:24:50,145 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:24:50,145 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_6: 113 characters -2025-07-24 17:24:50,145 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 6, 'relations_with_refs': 3, 'successful_resolutions': 3, 'failed_resolutions': 0} -2025-07-24 17:24:50,145 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 5 entities and 6 relations -2025-07-24 17:24:50,145 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 17:24:50,145 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:24:50,146 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:24:50,147 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:24:50,147 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:24:50,147 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 5 entities and 6 relations -2025-07-24 17:24:50,148 - __main__ - INFO - Results saved to /tmp/test_plaintext.json -2025-07-24 17:26:43,677 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:26:43,694 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:26:44,340 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:26:44,386 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:26:44,386 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:26:44,387 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:26:44,720 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:26:44,827 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:26:44,827 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:26:45,385 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:26:45,386 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:26:46,643 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:26:46,645 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:26:46,645 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:26:46,645 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:26:46,645 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:26:46,645 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:26:46,645 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:26:46,646 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:26:47,607 - __main__ - INFO - Treating JSON object as single trace/text input -2025-07-24 17:26:47,607 - __main__ - INFO - Loaded 1 texts from /tmp/test_langsmith.json -2025-07-24 17:26:47,607 - __main__ - INFO - Auto-enabling line numbers for trace preprocessing -2025-07-24 17:26:47,607 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 17:26:47,607 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 17:26:47,607 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 17:26:47,607 - __main__ - INFO - - Preprocessing: True -2025-07-24 17:26:47,607 - __main__ - INFO - - Line numbers: True -2025-07-24 17:26:47,607 - __main__ - INFO - Processing batch of 1 texts -2025-07-24 17:26:47,607 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-24 17:26:47,607 - __main__ - INFO - Trace preprocessing: 238 → 238 chars -2025-07-24 17:26:47,607 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 16 lines, starting from line 1 -2025-07-24 17:26:47,607 - __main__ - INFO - Added line numbers: 16 lines -2025-07-24 17:26:47,607 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 17:26:47,607 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:26:47,607 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 325 characters -2025-07-24 17:26:47,607 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:26:47,607 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:26:47,613 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:26:47,613 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:26:47,615 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 17:26:47,616 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:26:47,617 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:26:47,617 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:26:47,617 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:26:47,617 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:26:47,618 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:26:47,618 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:26:47,619 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:26:47,619 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:26:47,619 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 17:26:47,619 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 17:26:47,619 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:26:47,619 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:26:47,619 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:26:47,629 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:26:47,630 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:26:47,630 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:26:47,630 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:26:47,630 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:26:47,630 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:27:11,408 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 16 lines -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L7 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L7 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 7 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 2 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "name": "test_run",... -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[1]: "run_type": "llm",... -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "name": "test_run",\n ... -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "name": "test_run",\n ... -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity agent_run1 resolution debug: -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L7 -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: "name": "test_run",\n ... -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity agent_run1: 70 characters -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L7 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L7 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 7 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 2 -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "name": "test_run",... -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[1]: "run_type": "llm",... -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "name": "test_run",\n ... -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "name": "test_run",\n ... -2025-07-24 17:27:11,409 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_run1 resolution debug: -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L7 -2025-07-24 17:27:11,409 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: "name": "test_run",\n ... -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_run1: 70 characters -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L9-L9 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L9-L9 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 8, end_idx: 9 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "query": "Hello"... -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "query": "Hello"... -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "query": "Hello"... -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity input_run1 resolution debug: -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L9-L9 -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: "query": "Hello"... -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity input_run1: 34 characters -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L12-L12 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L12-L12 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 11, end_idx: 12 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "response": "Hi there!"... -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "response": "Hi there!"... -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "response": "Hi there!"... -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity output_run1 resolution debug: -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L12-L12 -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: "response": "Hi there!"... -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity output_run1: 43 characters -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 4, 'entities_with_refs': 4, 'successful_resolutions': 4, 'failed_resolutions': 0} -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 16 lines -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 16 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L9-L9 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L9-L9 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 8, end_idx: 9 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 16 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: "query": "Hello"... -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: "query": "Hello"... -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: "query": "Hello"... -2025-07-24 17:27:11,410 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_1: 34 characters -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 3, 'relations_with_refs': 1, 'successful_resolutions': 1, 'failed_resolutions': 0} -2025-07-24 17:27:11,410 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 4 entities and 3 relations -2025-07-24 17:27:11,410 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 17:27:11,410 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:27:11,411 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:27:11,411 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:27:11,411 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:27:11,411 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 4 entities and 3 relations -2025-07-24 17:27:11,412 - __main__ - INFO - Results saved to /tmp/test_auto_lines.json -2025-07-24 17:43:45,726 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:43:45,742 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:43:46,296 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:43:46,342 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:43:46,342 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:43:46,342 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:43:46,686 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:43:46,788 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:43:46,788 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:43:47,342 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:43:47,343 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:43:48,613 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:43:48,615 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:43:48,616 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:43:48,616 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:43:48,616 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:43:48,616 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:43:48,616 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:43:48,616 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:43:48,616 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:43:48,616 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:43:48,616 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:43:48,616 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:43:48,617 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:43:48,617 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:43:48,617 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:43:48,617 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:43:48,617 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:43:48,617 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:43:48,617 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:43:49,532 - __main__ - INFO - Loaded 3 texts from scripts/example_texts.json -2025-07-24 17:43:49,532 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 17:43:49,532 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 17:43:49,532 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 17:43:49,532 - __main__ - INFO - - Preprocessing: False -2025-07-24 17:43:49,532 - __main__ - INFO - - Line numbers: True -2025-07-24 17:43:49,532 - __main__ - INFO - Processing batch of 3 texts -2025-07-24 17:43:49,532 - __main__ - INFO - Processing text 1/3: text_0 -2025-07-24 17:43:49,532 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 6 lines, starting from line 1 -2025-07-24 17:43:49,532 - __main__ - INFO - Added line numbers: 6 lines -2025-07-24 17:43:49,532 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 17:43:49,532 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:43:49,532 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 390 characters -2025-07-24 17:43:49,532 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:43:49,532 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:43:49,538 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:43:49,538 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:43:49,540 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 17:43:49,541 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:43:49,541 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-24 17:43:49,541 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 6 lines, starting from line 1 -2025-07-24 17:43:49,541 - agentgraph.input.text_processing.chunking_service - DEBUG - Chunk 0: chars 0-390 → lines 1-6 -2025-07-24 17:43:49,541 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-24 17:43:49,541 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:43:49,541 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:43:49,542 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:43:49,542 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:43:49,542 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:43:49,542 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:43:49,543 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:43:49,543 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:43:49,543 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 17:43:49,543 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 17:43:49,543 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:43:49,543 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:43:49,543 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:43:49,555 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:43:49,556 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:43:49,556 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:43:49,556 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:43:49,556 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:43:49,556 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:44:38,347 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 6 lines -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Role: You are a research assistant ... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Role: You are a research assistant ... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Role: You are a research assistant ... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity agent_001 resolution debug: -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L2-L2 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Role: You are a research assistant ... -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity agent_001: 101 characters -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L3 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L3 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 3 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Task: Search for information about ... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Task: Search for information about ... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Task: Search for information about ... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_001 resolution debug: -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L3-L3 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Task: Search for information about ... -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_001: 64 characters -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: web_search... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: web_search... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: web_search... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity tool_001 resolution debug: -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L4-L4 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: web_search... -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity tool_001: 31 characters -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Input: climate change impacts 2024... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Input: climate change impacts 2024... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Input: climate change impacts 2024... -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity input_001 resolution debug: -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L5-L5 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Input: climate change impacts 2024... -2025-07-24 17:44:38,348 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity input_001: 49 characters -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:44:38,348 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Output: Climate change continues to... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Output: Climate change continues to... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Output: Climate change continues to... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity output_001 resolution debug: -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L6 -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Output: Climate change continues to... -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity output_001: 150 characters -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 5, 'entities_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 6 lines -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Input: climate change impacts 2024... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Input: climate change impacts 2024... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Input: climate change impacts 2024... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_001: 49 characters -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: web_search... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: web_search... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: web_search... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_004: 31 characters -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Output: Climate change continues to... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Output: Climate change continues to... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Output: Climate change continues to... -2025-07-24 17:44:38,349 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_007: 150 characters -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 7, 'relations_with_refs': 3, 'successful_resolutions': 3, 'failed_resolutions': 0} -2025-07-24 17:44:38,349 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 5 entities and 7 relations -2025-07-24 17:44:38,349 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 17:44:38,349 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:44:38,350 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:44:38,350 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:44:38,350 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:44:38,350 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 5 entities and 7 relations -2025-07-24 17:44:38,350 - __main__ - INFO - Processing text 2/3: text_1 -2025-07-24 17:44:38,350 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 8 lines, starting from line 1 -2025-07-24 17:44:38,350 - __main__ - INFO - Added line numbers: 8 lines -2025-07-24 17:44:38,350 - __main__ - INFO - Processing text text_1 (format: auto) -2025-07-24 17:44:38,350 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:44:38,350 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 485 characters -2025-07-24 17:44:38,350 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:44:38,350 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:44:38,358 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:44:38,358 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:44:38,358 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 17:44:38,359 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:44:38,359 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-24 17:44:38,359 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 8 lines, starting from line 1 -2025-07-24 17:44:38,359 - agentgraph.input.text_processing.chunking_service - DEBUG - Chunk 0: chars 0-485 → lines 1-8 -2025-07-24 17:44:38,359 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-24 17:44:38,359 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:44:38,359 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:44:38,360 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:44:38,360 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:44:38,360 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:44:38,360 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:44:38,363 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:44:38,363 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:44:38,363 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_1 -2025-07-24 17:44:38,363 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_1 -2025-07-24 17:44:38,363 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:44:38,363 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:44:38,363 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:44:38,363 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:44:38,363 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:44:38,363 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:44:38,363 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:44:38,364 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:44:38,364 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:45:22,224 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 8 lines -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Agent 1: Data Analyst - responsible... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Agent 1: Data Analyst - responsible... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Agent 1: Data Analyst - responsible... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity agent_001 resolution debug: -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L2-L2 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Agent 1: Data Analyst - responsible... -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity agent_001: 78 characters -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L3 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L3 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 3 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Agent 2: Report Generator - creates... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Agent 2: Report Generator - creates... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Agent 2: Report Generator - creates... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity agent_002 resolution debug: -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L3-L3 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Agent 2: Report Generator - creates... -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity agent_002: 72 characters -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Task 1: Analyze sales data from Q4 ... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Task 1: Analyze sales data from Q4 ... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Task 1: Analyze sales data from Q4 ... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_001 resolution debug: -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L4-L4 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Task 1: Analyze sales data from Q4 ... -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_001: 54 characters -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Task 2: Generate executive summary ... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Task 2: Generate executive summary ... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Task 2: Generate executive summary ... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_002 resolution debug: -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L5-L5 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Task 2: Generate executive summary ... -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_002: 56 characters -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: pandas_analyzer - analyzes CS... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: pandas_analyzer - analyzes CS... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: pandas_analyzer - analyzes CS... -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity tool_001 resolution debug: -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L6 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: pandas_analyzer - analyzes CS... -2025-07-24 17:45:22,225 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity tool_001: 56 characters -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 17:45:22,225 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: report_generator - creates PD... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: report_generator - creates PD... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: report_generator - creates PD... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity tool_002 resolution debug: -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L7-L7 -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: report_generator - creates PD... -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity tool_002: 59 characters -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 6, 'entities_with_refs': 6, 'successful_resolutions': 6, 'failed_resolutions': 0} -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 8 lines -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L8-L8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L8-L8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 7, end_idx: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_001: 133 characters -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L8-L8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L8-L8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 7, end_idx: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_002: 133 characters -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L8-L8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L8-L8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 7, end_idx: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_003: 133 characters -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L8-L8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L8-L8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 7, end_idx: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_004: 133 characters -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L8-L8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L8-L8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 7, end_idx: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 8 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Flow: Data Analyst performs Task 1 ... -2025-07-24 17:45:22,226 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_005: 133 characters -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 5, 'relations_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-24 17:45:22,226 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 6 entities and 5 relations -2025-07-24 17:45:22,226 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 17:45:22,226 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:45:22,227 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:45:22,227 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:45:22,227 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:45:22,227 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 6 entities and 5 relations -2025-07-24 17:45:22,227 - __main__ - INFO - Processing text 3/3: text_2 -2025-07-24 17:45:22,227 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 7 lines, starting from line 1 -2025-07-24 17:45:22,227 - __main__ - INFO - Added line numbers: 7 lines -2025-07-24 17:45:22,227 - __main__ - INFO - Processing text text_2 (format: auto) -2025-07-24 17:45:22,227 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:45:22,227 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 469 characters -2025-07-24 17:45:22,227 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:45:22,227 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:45:22,234 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:45:22,234 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:45:22,234 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 17:45:22,234 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:45:22,234 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-24 17:45:22,234 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 7 lines, starting from line 1 -2025-07-24 17:45:22,234 - agentgraph.input.text_processing.chunking_service - DEBUG - Chunk 0: chars 0-469 → lines 1-7 -2025-07-24 17:45:22,234 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-24 17:45:22,234 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:45:22,234 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:45:22,235 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:45:22,235 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:45:22,235 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:45:22,235 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:45:22,237 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_2 -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_2 -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:45:22,237 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:45:22,237 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:46:06,616 - asyncio - ERROR - _GatheringFuture exception was never retrieved -future: <_GatheringFuture finished exception=CancelledError()> -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/extraction/graph_processing/knowledge_graph_processor.py", line 238, in process_window - result = await asyncio.wait_for( - ^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/tasks.py", line 476, in wait_for - await waiter -asyncio.exceptions.CancelledError -2025-07-24 17:47:30,978 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:47:30,996 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:47:31,559 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:47:31,605 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:47:31,606 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:47:31,606 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:47:31,946 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:47:32,050 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:47:32,050 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:47:32,595 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:47:32,596 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:47:33,862 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:47:33,864 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:47:33,864 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:47:33,864 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:47:33,864 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:47:33,864 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:47:33,865 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:47:33,866 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 17:47:35,190 - __main__ - INFO - Loaded 3 texts from scripts/example_texts.json -2025-07-24 17:47:35,190 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 17:47:35,190 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 17:47:35,190 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 17:47:35,190 - __main__ - INFO - - Preprocessing: False -2025-07-24 17:47:35,190 - __main__ - INFO - - Line numbers: True -2025-07-24 17:47:35,190 - __main__ - INFO - Processing batch of 3 texts -2025-07-24 17:47:35,190 - __main__ - INFO - Processing text 1/3: text_0 -2025-07-24 17:47:35,190 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 6 lines, starting from line 1 -2025-07-24 17:47:35,190 - __main__ - INFO - Added line numbers: 6 lines -2025-07-24 17:47:35,190 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 17:47:35,190 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:47:35,190 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 390 characters -2025-07-24 17:47:35,190 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:47:35,190 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:47:35,196 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:47:35,196 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:47:35,199 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 17:47:35,199 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:47:35,200 - agentgraph.input.text_processing.chunking_service - INFO - Content already has line numbers, skipping line number assignment -2025-07-24 17:47:35,200 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:47:35,200 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:47:35,201 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:47:35,201 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:47:35,201 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:47:35,201 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:47:35,203 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:47:35,203 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:47:35,203 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 17:47:35,203 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 17:47:35,203 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:47:35,203 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:47:35,203 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:47:35,216 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:47:35,217 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:47:35,217 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:47:35,217 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:47:35,217 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:47:35,217 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:48:03,564 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 6 lines -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Role: You are a research assistant AI th... -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Role: You are a research assistant AI th... -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Role: You are a research assistant AI th... -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity agent_001 resolution debug: -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L2-L2 -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Role: You are a research assistant AI th... -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity agent_001: 96 characters -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L3 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L3 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 3 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Task: Search for information about clima... -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Task: Search for information about clima... -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Task: Search for information about clima... -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_001 resolution debug: -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L3-L3 -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Task: Search for information about clima... -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_001: 59 characters -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: web_search... -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: web_search... -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: web_search... -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity tool_001 resolution debug: -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L4-L4 -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: web_search... -2025-07-24 17:48:03,565 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity tool_001: 26 characters -2025-07-24 17:48:03,565 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Input: climate change impacts 2024... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Input: climate change impacts 2024... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Input: climate change impacts 2024... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity input_001 resolution debug: -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L5-L5 -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Input: climate change impacts 2024... -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity input_001: 44 characters -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Output: Climate change continues to show... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Output: Climate change continues to show... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Output: Climate change continues to show... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity output_001 resolution debug: -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L6 -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Output: Climate change continues to show... -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity output_001: 150 characters -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 5, 'entities_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 6 lines -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Input: climate change impacts 2024... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Input: climate change impacts 2024... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Input: climate change impacts 2024... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_001: 44 characters -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Role: You are a research assistant AI th... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Role: You are a research assistant AI th... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Role: You are a research assistant AI th... -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:48:03,566 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_002: 96 characters -2025-07-24 17:48:03,566 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:48:03,567 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:48:03,567 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 17:48:03,567 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 17:48:03,567 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 17:48:03,567 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:48:03,567 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:48:03,567 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: web_search... -2025-07-24 17:48:03,567 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: web_search... -2025-07-24 17:48:03,567 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: web_search... -2025-07-24 17:48:03,567 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:48:03,567 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_003: 26 characters -2025-07-24 17:48:03,567 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 4, 'relations_with_refs': 3, 'successful_resolutions': 3, 'failed_resolutions': 0} -2025-07-24 17:48:03,567 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 5 entities and 4 relations -2025-07-24 17:48:03,567 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 17:48:03,567 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:48:03,567 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:48:03,568 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:48:03,568 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:48:03,568 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 5 entities and 4 relations -2025-07-24 17:48:03,568 - __main__ - INFO - Processing text 2/3: text_1 -2025-07-24 17:48:03,568 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 8 lines, starting from line 1 -2025-07-24 17:48:03,568 - __main__ - INFO - Added line numbers: 8 lines -2025-07-24 17:48:03,568 - __main__ - INFO - Processing text text_1 (format: auto) -2025-07-24 17:48:03,568 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:48:03,568 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 485 characters -2025-07-24 17:48:03,568 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:48:03,568 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:48:03,577 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:48:03,577 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:48:03,578 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 17:48:03,578 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:48:03,578 - agentgraph.input.text_processing.chunking_service - INFO - Content already has line numbers, skipping line number assignment -2025-07-24 17:48:03,578 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:48:03,578 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:48:03,579 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:48:03,579 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:48:03,579 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:48:03,579 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:48:03,582 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:48:03,582 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:48:03,582 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_1 -2025-07-24 17:48:03,582 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_1 -2025-07-24 17:48:03,582 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:48:03,582 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:48:03,582 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:48:03,582 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:48:03,582 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:48:03,583 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:48:03,583 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:48:03,583 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:48:03,583 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:48:14,078 - instructor - DEBUG - Patching `client.chat.completions.create` with mode= -2025-07-24 17:48:14,084 - instructor - DEBUG - Instructor Request: mode.value='tool_call', response_model=, new_kwargs={'messages': [{'role': 'user', 'content': '{\n "entities": [\n {\n "id": "agent_001",\n "type": "Agent",\n "name": "Data Analyst",\n "importance": "HIGH",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {"line_start": 2, "line_end": 2, "confidence": 1.0}\n ]\n },\n {\n "id": "agent_002",\n "type": "Agent",\n "name": "Report Generator",\n "importance": "HIGH",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {"line_start": 3, "line_end": 3, "confidence": 1.0}\n ]\n },\n {\n "id": "task_001",\n "type": "Task",\n "name": "Analyze sales data from Q4 2023",\n "importance": "HIGH",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {"line_start": 4, "line_end": 4, "confidence": 1.0}\n ]\n },\n {\n "id": "task_002",\n "type": "Task",\n "name": "Generate executive summary report",\n "importance": "HIGH",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {"line_start": 5, "line_end": 5, "confidence": 1.0}\n ]\n },\n {\n "id": "tool_001",\n "type": "Tool",\n "name": "pandas_analyzer",\n "importance": "MEDIUM",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {"line_start": 6, "line_end": 6, "confidence": 1.0}\n ]\n },\n {\n "id": "tool_002",\n "type": "Tool",\n "name": "report_generator",\n "importance": "MEDIUM",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {"line_start": 7, "line_end": 7, "confidence": 1.0}\n ]\n },\n {\n "id": "flow_001",\n "type": "Flow",\n "name": "Data Analysis Workflow",\n "importance": "HIGH",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {"line_start": 8, "line_end": 8, "confidence": 1.0}\n ]\n }\n ]\n}'}], 'model': 'gpt-4o-mini', 'tools': [{'type': 'function', 'function': {'name': 'EntityExtractionList', 'description': 'Correctly extracted `EntityExtractionList` with all the required parameters with correct types', 'parameters': {'$defs': {'ContentReference': {'description': 'Reference to content location in the original trace using line numbers and character positions.\nThis allows AI agents to provide position metadata instead of full content, enabling \nefficient mapping back to the original trace while reducing hallucination risks.\n\nCRITICAL FOR LLMs: Line counting accuracy is essential for proper content resolution.\nUse systematic counting methods and verify your line numbers before submission.', 'properties': {'line_start': {'description': 'Starting line number where the content begins (1-based indexing from , ... markers).\n \n ACCURACY REQUIREMENTS FOR LLMs:\n - Count markers systematically from the beginning of the input\n - Use anchor points: find distinctive text first, then count nearby lines\n - Double-check by counting backwards from a known reference point\n - For multi-line content, this should be the FIRST line containing the content\n - In key-value pairs (e.g. "content": "..."), reference the line where the VALUE starts, not the key\n \n COMMON ERRORS TO AVOID:\n - Miscounting due to skipping indented continuation lines\n - Confusing line numbers when content spans multiple markers\n - Using approximate counting instead of precise marker identification\n \n VERIFICATION: Before submitting, locate your chosen line number and confirm it contains the expected content start.', 'title': 'Line Start', 'type': 'integer'}, 'line_end': {'description': 'Ending line number where content ends (1-based indexing from , ... markers).\n \n ACCURACY REQUIREMENTS FOR LLMs:\n - Must be >= line_start (validation will fail otherwise)\n - For single-line content, line_end should equal line_start\n - For multi-line content, find the LAST line containing the content\n - Include indented continuation lines that are part of the same logical content block\n \n VERIFICATION STRATEGY:\n - Count from line_start to ensure proper range\n - Confirm the line_end marker contains the actual end of the content\n - Check that no content continues beyond your specified line_end', 'title': 'Line End', 'type': 'integer'}, 'confidence': {'default': None, 'description': 'Confidence score for the location reference accuracy (0.0 - 1.0).\n \n CONFIDENCE SCORING GUIDE FOR LLMs:\n - 1.0: Verified by counting twice with consistent results, clear content boundaries\n - 0.9: High confidence with single verification, unambiguous content location \n - 0.8: Good confidence but content boundaries somewhat ambiguous\n - 0.7: Moderate confidence, some uncertainty in exact line boundaries\n - 0.6: Lower confidence due to complex content structure or counting difficulty\n - 0.5 or below: Uncertain about accuracy, recommend manual verification\n \n FACTORS AFFECTING CONFIDENCE:\n - Clarity of content boundaries (higher = more confident)\n - Complexity of surrounding text (simpler = more confident) \n - Verification method used (double-counting = more confident)\n - Presence of clear anchor points (more anchors = more confident)', 'maximum': 1.0, 'minimum': 0.0, 'title': 'Confidence', 'type': 'number'}}, 'required': ['line_start', 'line_end'], 'title': 'ContentReference', 'type': 'object'}, 'Entity': {'properties': {'id': {'description': 'Unique identifier for the entity', 'title': 'Id', 'type': 'string'}, 'type': {'description': 'Type of entity defined by prompt type: Agent (system prompt), Task (instruction prompt), Tool (description prompt), Input (input format prompt), Output (output format prompt), Human (optional prompt). The raw_prompt field is the primary distinguishing factor for entity uniqueness and classification.', 'enum': ['Agent', 'Task', 'Tool', 'Input', 'Output', 'Human'], 'title': 'Type', 'type': 'string'}, 'name': {'description': "Name of the entity derived from the prompt content. Names should reflect the specific prompt or specification that defines this entity. For composite entities, use descriptive names that capture the prompt's scope (e.g., 'SQL Query Generation System Prompt', 'Data Analysis Instruction Set').", 'title': 'Name', 'type': 'string'}, 'importance': {'description': 'Importance level of this entity in the system. HIGH: Core agents, critical tasks, essential tools that are central to system function. MEDIUM: Supporting agents, standard tasks, commonly used tools. LOW: Auxiliary entities, simple tasks, rarely used components.', 'enum': ['HIGH', 'MEDIUM', 'LOW'], 'title': 'Importance', 'type': 'string'}, 'raw_prompt': {'default': '', 'description': 'PRIMARY DISTINGUISHING CONTENT: The actual prompt, specification, or instruction that defines this entity. This is the core content that makes each entity unique and should contain: For Agents (system prompts defining role/capabilities), For Tasks (instruction prompts defining objectives), For Tools (description prompts defining functionality), For Inputs (format specifications), For Outputs (format specifications), For Humans (interaction patterns). This field is more important than the name for entity distinction and relationship mapping.', 'title': 'Raw Prompt', 'type': 'string'}, 'raw_prompt_ref': {'description': 'A list of references to the locations of the raw prompt content in the original trace. When provided, this allows mapping back to all exact positions in the trace where this prompt was found.', 'items': {'$ref': '#/$defs/ContentReference'}, 'title': 'Raw Prompt Ref', 'type': 'array'}}, 'required': ['id', 'type', 'name', 'importance'], 'title': 'Entity', 'type': 'object'}}, 'properties': {'entities': {'default': [], 'items': {'$ref': '#/$defs/Entity'}, 'title': 'Entities', 'type': 'array'}}, 'type': 'object', 'required': []}}}], 'tool_choice': {'type': 'function', 'function': {'name': 'EntityExtractionList'}}} -2025-07-24 17:48:14,084 - instructor - DEBUG - max_retries: 3 -2025-07-24 17:48:14,085 - instructor - DEBUG - Retrying, attempt: 1 -2025-07-24 17:48:19,775 - instructor - DEBUG - Instructor Raw Response: ModelResponse(id='chatcmpl-BwtP4mSLELyJH2dGnPQLZuZpXAzia', created=1753375694, model='gpt-4o-mini-2024-07-18', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content=None, role='assistant', tool_calls=[ChatCompletionMessageToolCall(function=Function(arguments='{"entities":[{"id":"agent_001","type":"Agent","name":"Data Analyst","importance":"HIGH","raw_prompt":"","raw_prompt_ref":[{"line_start":2,"line_end":2,"confidence":1.0}]},{"id":"agent_002","type":"Agent","name":"Report Generator","importance":"HIGH","raw_prompt":"","raw_prompt_ref":[{"line_start":3,"line_end":3,"confidence":1.0}]},{"id":"task_001","type":"Task","name":"Analyze sales data from Q4 2023","importance":"HIGH","raw_prompt":"","raw_prompt_ref":[{"line_start":4,"line_end":4,"confidence":1.0}]},{"id":"task_002","type":"Task","name":"Generate executive summary report","importance":"HIGH","raw_prompt":"","raw_prompt_ref":[{"line_start":5,"line_end":5,"confidence":1.0}]},{"id":"tool_001","type":"Tool","name":"pandas_analyzer","importance":"MEDIUM","raw_prompt":"","raw_prompt_ref":[{"line_start":6,"line_end":6,"confidence":1.0}]},{"id":"tool_002","type":"Tool","name":"report_generator","importance":"MEDIUM","raw_prompt":"","raw_prompt_ref":[{"line_start":7,"line_end":7,"confidence":1.0}]},{"id":"flow_001","type":"Flow","name":"Data Analysis Workflow","importance":"HIGH","raw_prompt":"","raw_prompt_ref":[{"line_start":8,"line_end":8,"confidence":1.0}]}]}', name='EntityExtractionList'), id='call_gQBWjcRANh1wMndIJxzFQrhE', type='function')], function_call=None, provider_specific_fields={'refusal': None, 'annotations': []}, refusal=None, annotations=[]))], usage=CompletionUsage(completion_tokens=327, prompt_tokens=1637, total_tokens=1964, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=None, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=None), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=0)), service_tier='default') -2025-07-24 17:48:19,778 - instructor - DEBUG - Parse error: 1 validation error for EntityExtractionList -entities.6.type - Input should be 'Agent', 'Task', 'Tool', 'Input', 'Output' or 'Human' [type=literal_error, input_value='Flow', input_type=str] - For further information visit https://errors.pydantic.dev/2.11/v/literal_error -2025-07-24 17:48:19,778 - instructor - DEBUG - Retrying, attempt: 2 -2025-07-24 17:48:24,738 - instructor - DEBUG - Instructor Raw Response: ModelResponse(id='chatcmpl-BwtP9yXkWM7H4vShUKhIshsWEEyp3', created=1753375699, model='gpt-4o-mini-2024-07-18', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content=None, role='assistant', tool_calls=[ChatCompletionMessageToolCall(function=Function(arguments='{"entities":[{"id":"agent_001","type":"Agent","name":"Data Analyst","importance":"HIGH","raw_prompt":"","raw_prompt_ref":[{"line_start":2,"line_end":2,"confidence":1.0}]},{"id":"agent_002","type":"Agent","name":"Report Generator","importance":"HIGH","raw_prompt":"","raw_prompt_ref":[{"line_start":3,"line_end":3,"confidence":1.0}]},{"id":"task_001","type":"Task","name":"Analyze sales data from Q4 2023","importance":"HIGH","raw_prompt":"","raw_prompt_ref":[{"line_start":4,"line_end":4,"confidence":1.0}]},{"id":"task_002","type":"Task","name":"Generate executive summary report","importance":"HIGH","raw_prompt":"","raw_prompt_ref":[{"line_start":5,"line_end":5,"confidence":1.0}]},{"id":"tool_001","type":"Tool","name":"pandas_analyzer","importance":"MEDIUM","raw_prompt":"","raw_prompt_ref":[{"line_start":6,"line_end":6,"confidence":1.0}]},{"id":"tool_002","type":"Tool","name":"report_generator","importance":"MEDIUM","raw_prompt":"","raw_prompt_ref":[{"line_start":7,"line_end":7,"confidence":1.0}]}]}', name='EntityExtractionList'), id='call_m3K4MX35QA2x82MKECDvQljk', type='function')], function_call=None, provider_specific_fields={'refusal': None, 'annotations': []}, refusal=None, annotations=[]))], usage=CompletionUsage(completion_tokens=609, prompt_tokens=3704, total_tokens=4313, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=None, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=None), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=1920)), service_tier='default') -2025-07-24 17:49:00,344 - instructor - DEBUG - Patching `client.chat.completions.create` with mode= -2025-07-24 17:49:00,357 - instructor - DEBUG - Instructor Request: mode.value='tool_call', response_model=, new_kwargs={'messages': [{'role': 'user', 'content': '{\n "entities": [\n {\n "id": "agent_001",\n "type": "Agent",\n "name": "Data Analyst",\n "importance": "HIGH",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {\n "line_start": 2,\n "line_end": 2,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "agent_002",\n "type": "Agent",\n "name": "Report Generator",\n "importance": "HIGH",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {\n "line_start": 3,\n "line_end": 3,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "task_001",\n "type": "Task",\n "name": "Analyze sales data from Q4 2023",\n "importance": "HIGH",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {\n "line_start": 4,\n "line_end": 4,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "task_002",\n "type": "Task",\n "name": "Generate executive summary report",\n "importance": "HIGH",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {\n "line_start": 5,\n "line_end": 5,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "tool_001",\n "type": "Tool",\n "name": "pandas_analyzer",\n "importance": "MEDIUM",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {\n "line_start": 6,\n "line_end": 6,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "tool_002",\n "type": "Tool",\n "name": "report_generator",\n "importance": "MEDIUM",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {\n "line_start": 7,\n "line_end": 7,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "flow_001",\n "type": "Flow",\n "name": "Data Analysis Workflow",\n "importance": "HIGH",\n "raw_prompt": "",\n "raw_prompt_ref": [\n {\n "line_start": 8,\n "line_end": 8,\n "confidence": 1.0\n }\n ]\n }\n ],\n "relations": [\n {\n "id": "relation_001",\n "source": "agent_001",\n "target": "task_001",\n "type": "PERFORMS",\n "importance": "HIGH",\n "interaction_prompt": "",\n "interaction_prompt_ref": [\n {\n "line_start": 8,\n "line_end": 8,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "relation_002",\n "source": "agent_001",\n "target": "tool_001",\n "type": "USES",\n "importance": "MEDIUM",\n "interaction_prompt": "",\n "interaction_prompt_ref": [\n {\n "line_start": 8,\n "line_end": 8,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "relation_003",\n "source": "agent_002",\n "target": "task_002",\n "type": "PERFORMS",\n "importance": "HIGH",\n "interaction_prompt": "",\n "interaction_prompt_ref": [\n {\n "line_start": 8,\n "line_end": 8,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "relation_004",\n "source": "agent_002",\n "target": "tool_002",\n "type": "USES",\n "importance": "MEDIUM",\n "interaction_prompt": "",\n "interaction_prompt_ref": [\n {\n "line_start": 8,\n "line_end": 8,\n "confidence": 1.0\n }\n ]\n },\n {\n "id": "relation_005",\n "source": "task_001",\n "target": "agent_001",\n "type": "ASSIGNED_TO",\n "importance": "HIGH",\n "interaction_prompt": "",\n "interaction_prompt_ref": []\n },\n {\n "id": "relation_006",\n "source": "task_002",\n "target": "agent_002",\n "type": "ASSIGNED_TO",\n "importance": "HIGH",\n "interaction_prompt": "",\n "interaction_prompt_ref": []\n }\n ],\n "failures": [\n {\n "id": "failure_001",\n "risk_type": "EXECUTION_ERROR",\n "description": "Data Analyst failed to properly analyze the sales data leading to incomplete reports.",\n "raw_text": "",\n "raw_text_ref": [\n {\n "line_start": 4,\n "line_end": 4,\n "confidence": 1.0\n }\n ],\n "affected_id": "task_001"\n }\n ],\n "system_name": "CrewAI Multi-Agent Workflow System",\n "system_summary": "The CrewAI Multi-Agent Workflow System coordinates a Data Analyst and Report Generator to analyze customer sales data and generate executive reports. The system improves efficiency by automating data analysis and report generation, with clear interaction pathways between agents and tasks."\n}'}], 'model': 'gpt-4o-mini', 'tools': [{'type': 'function', 'function': {'name': 'KnowledgeGraph', 'description': 'Correctly extracted `KnowledgeGraph` with all the required parameters with correct types', 'parameters': {'$defs': {'ContentReference': {'description': 'Reference to content location in the original trace using line numbers and character positions.\nThis allows AI agents to provide position metadata instead of full content, enabling \nefficient mapping back to the original trace while reducing hallucination risks.\n\nCRITICAL FOR LLMs: Line counting accuracy is essential for proper content resolution.\nUse systematic counting methods and verify your line numbers before submission.', 'properties': {'line_start': {'description': 'Starting line number where the content begins (1-based indexing from , ... markers).\n \n ACCURACY REQUIREMENTS FOR LLMs:\n - Count markers systematically from the beginning of the input\n - Use anchor points: find distinctive text first, then count nearby lines\n - Double-check by counting backwards from a known reference point\n - For multi-line content, this should be the FIRST line containing the content\n - In key-value pairs (e.g. "content": "..."), reference the line where the VALUE starts, not the key\n \n COMMON ERRORS TO AVOID:\n - Miscounting due to skipping indented continuation lines\n - Confusing line numbers when content spans multiple markers\n - Using approximate counting instead of precise marker identification\n \n VERIFICATION: Before submitting, locate your chosen line number and confirm it contains the expected content start.', 'title': 'Line Start', 'type': 'integer'}, 'line_end': {'description': 'Ending line number where content ends (1-based indexing from , ... markers).\n \n ACCURACY REQUIREMENTS FOR LLMs:\n - Must be >= line_start (validation will fail otherwise)\n - For single-line content, line_end should equal line_start\n - For multi-line content, find the LAST line containing the content\n - Include indented continuation lines that are part of the same logical content block\n \n VERIFICATION STRATEGY:\n - Count from line_start to ensure proper range\n - Confirm the line_end marker contains the actual end of the content\n - Check that no content continues beyond your specified line_end', 'title': 'Line End', 'type': 'integer'}, 'confidence': {'default': None, 'description': 'Confidence score for the location reference accuracy (0.0 - 1.0).\n \n CONFIDENCE SCORING GUIDE FOR LLMs:\n - 1.0: Verified by counting twice with consistent results, clear content boundaries\n - 0.9: High confidence with single verification, unambiguous content location \n - 0.8: Good confidence but content boundaries somewhat ambiguous\n - 0.7: Moderate confidence, some uncertainty in exact line boundaries\n - 0.6: Lower confidence due to complex content structure or counting difficulty\n - 0.5 or below: Uncertain about accuracy, recommend manual verification\n \n FACTORS AFFECTING CONFIDENCE:\n - Clarity of content boundaries (higher = more confident)\n - Complexity of surrounding text (simpler = more confident) \n - Verification method used (double-counting = more confident)\n - Presence of clear anchor points (more anchors = more confident)', 'maximum': 1.0, 'minimum': 0.0, 'title': 'Confidence', 'type': 'number'}}, 'required': ['line_start', 'line_end'], 'title': 'ContentReference', 'type': 'object'}, 'Entity': {'properties': {'id': {'description': 'Unique identifier for the entity', 'title': 'Id', 'type': 'string'}, 'type': {'description': 'Type of entity defined by prompt type: Agent (system prompt), Task (instruction prompt), Tool (description prompt), Input (input format prompt), Output (output format prompt), Human (optional prompt). The raw_prompt field is the primary distinguishing factor for entity uniqueness and classification.', 'enum': ['Agent', 'Task', 'Tool', 'Input', 'Output', 'Human'], 'title': 'Type', 'type': 'string'}, 'name': {'description': "Name of the entity derived from the prompt content. Names should reflect the specific prompt or specification that defines this entity. For composite entities, use descriptive names that capture the prompt's scope (e.g., 'SQL Query Generation System Prompt', 'Data Analysis Instruction Set').", 'title': 'Name', 'type': 'string'}, 'importance': {'description': 'Importance level of this entity in the system. HIGH: Core agents, critical tasks, essential tools that are central to system function. MEDIUM: Supporting agents, standard tasks, commonly used tools. LOW: Auxiliary entities, simple tasks, rarely used components.', 'enum': ['HIGH', 'MEDIUM', 'LOW'], 'title': 'Importance', 'type': 'string'}, 'raw_prompt': {'default': '', 'description': 'PRIMARY DISTINGUISHING CONTENT: The actual prompt, specification, or instruction that defines this entity. This is the core content that makes each entity unique and should contain: For Agents (system prompts defining role/capabilities), For Tasks (instruction prompts defining objectives), For Tools (description prompts defining functionality), For Inputs (format specifications), For Outputs (format specifications), For Humans (interaction patterns). This field is more important than the name for entity distinction and relationship mapping.', 'title': 'Raw Prompt', 'type': 'string'}, 'raw_prompt_ref': {'description': 'A list of references to the locations of the raw prompt content in the original trace. When provided, this allows mapping back to all exact positions in the trace where this prompt was found.', 'items': {'$ref': '#/$defs/ContentReference'}, 'title': 'Raw Prompt Ref', 'type': 'array'}}, 'required': ['id', 'type', 'name', 'importance'], 'title': 'Entity', 'type': 'object'}, 'Failure': {'description': 'Represents a failure / risk event located via ContentReference.', 'properties': {'id': {'description': 'Unique identifier for the failure event', 'title': 'Id', 'type': 'string'}, 'risk_type': {'description': 'Categorised failure type (predefined list)', 'enum': ['AGENT_ERROR', 'PLANNING_ERROR', 'EXECUTION_ERROR', 'RETRIEVAL_ERROR', 'HALLUCINATION'], 'title': 'Risk Type', 'type': 'string'}, 'description': {'description': 'One-sentence explanation of the failure', 'title': 'Description', 'type': 'string'}, 'raw_text': {'default': '', 'description': 'Exact snippet of trace text that evidences the failure (can be left blank and recovered via raw_text_ref)', 'title': 'Raw Text', 'type': 'string'}, 'raw_text_ref': {'description': 'List of references to every occurrence of the failure evidence in the trace', 'items': {'$ref': '#/$defs/ContentReference'}, 'title': 'Raw Text Ref', 'type': 'array'}, 'affected_id': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': 'ID of related Entity or Relation responsible for or impacted by the failure', 'title': 'Affected Id'}}, 'required': ['risk_type', 'description', 'raw_text_ref'], 'title': 'Failure', 'type': 'object'}, 'Relation': {'properties': {'id': {'description': 'Unique identifier for the relation', 'title': 'Id', 'type': 'string'}, 'source': {'description': 'ID of the source entity', 'title': 'Source', 'type': 'string'}, 'target': {'description': 'ID of the target entity', 'title': 'Target', 'type': 'string'}, 'type': {'description': 'Type of relation (only predefined types are allowed)', 'enum': ['CONSUMED_BY', 'PERFORMS', 'ASSIGNED_TO', 'USES', 'REQUIRED_BY', 'SUBTASK_OF', 'NEXT', 'PRODUCES', 'DELIVERS_TO', 'INTERVENES'], 'title': 'Type', 'type': 'string'}, 'importance': {'description': 'Importance level of this relationship in the system. HIGH: Critical data flows, core agent-task assignments, essential tool usage. MEDIUM: Standard workflows, common interactions, regular data processing. LOW: Auxiliary connections, optional steps, rarely activated relationships.', 'enum': ['HIGH', 'MEDIUM', 'LOW'], 'title': 'Importance', 'type': 'string'}, 'interaction_prompt': {'default': '', 'description': "Actual runtime interaction message/log that shows this relationship occurring during execution. Contains the exact text from the trace where this interaction happened (e.g., 'Agent started task X', 'Calling tool Y with parameters Z', 'User provided feedback: ABC'). This is NOT the static prompt definition but the dynamic interaction evidence.", 'title': 'Interaction Prompt', 'type': 'string'}, 'interaction_prompt_ref': {'description': 'List of references to the locations of interaction prompt content in the original trace. Enables mapping back to all occurrences of the interaction prompt.', 'items': {'$ref': '#/$defs/ContentReference'}, 'title': 'Interaction Prompt Ref', 'type': 'array'}}, 'required': ['source', 'target', 'type', 'importance'], 'title': 'Relation', 'type': 'object'}}, 'properties': {'entities': {'description': 'List of entities in the knowledge graph', 'items': {'$ref': '#/$defs/Entity'}, 'title': 'Entities', 'type': 'array'}, 'relations': {'description': 'List of relations in the knowledge graph', 'items': {'$ref': '#/$defs/Relation'}, 'title': 'Relations', 'type': 'array'}, 'failures': {'description': 'List of detected risk or failure events across the trace', 'items': {'$ref': '#/$defs/Failure'}, 'title': 'Failures', 'type': 'array'}, 'system_name': {'default': '', 'description': 'A concise, descriptive name for the agent system', 'title': 'System Name', 'type': 'string'}, 'system_summary': {'default': '', 'description': "A short 2-3 sentence summary of the agent system's purpose and structure", 'title': 'System Summary', 'type': 'string'}}, 'type': 'object', 'required': ['entities', 'failures', 'relations']}}}], 'tool_choice': {'type': 'function', 'function': {'name': 'KnowledgeGraph'}}} -2025-07-24 17:49:00,358 - instructor - DEBUG - max_retries: 3 -2025-07-24 17:49:00,358 - instructor - DEBUG - Retrying, attempt: 1 -2025-07-24 17:49:02,134 - instructor - DEBUG - Instructor Raw Response: ModelResponse(id='chatcmpl-BwtPoKBEsF7XmmJfhn9hyiIzOYd8b', created=1753375740, model='gpt-4o-mini-2024-07-18', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content=None, role='assistant', tool_calls=[ChatCompletionMessageToolCall(function=Function(arguments='{"entities":[{"id":"agent_001","type":"Agent","name":"Data Analyst","importance":"HIGH","raw_prompt":"","raw_prompt_ref":[{"line_start":2,"line_end":2,"confidence":1}]}]}', name='KnowledgeGraph'), id='call_ljKJ51SkEByHQTQ9itUnMgsv', type='function')], function_call=None, provider_specific_fields={'refusal': None, 'annotations': []}, refusal=None, annotations=[]))], usage=CompletionUsage(completion_tokens=47, prompt_tokens=4205, total_tokens=4252, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=None, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=None), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=0)), service_tier='default') -2025-07-24 17:49:02,145 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:49:02,145 - agentgraph.extraction.graph_processing.knowledge_graph_processor - WARNING - Failed to resolve content references for window 0: 1 validation error for Entity -type - Input should be 'Agent', 'Task', 'Tool', 'Input', 'Output' or 'Human' [type=literal_error, input_value='Flow', input_type=str] - For further information visit https://errors.pydantic.dev/2.11/v/literal_error -2025-07-24 17:49:02,146 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:49:02,146 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:49:02,146 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:49:02,146 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:49:02,146 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 7 entities and 6 relations -2025-07-24 17:49:02,147 - __main__ - INFO - Processing text 3/3: text_2 -2025-07-24 17:49:02,147 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 7 lines, starting from line 1 -2025-07-24 17:49:02,147 - __main__ - INFO - Added line numbers: 7 lines -2025-07-24 17:49:02,147 - __main__ - INFO - Processing text text_2 (format: auto) -2025-07-24 17:49:02,147 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 17:49:02,147 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 469 characters -2025-07-24 17:49:02,147 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 17:49:02,147 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 17:49:02,155 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 17:49:02,155 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 17:49:02,156 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 17:49:02,156 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 17:49:02,156 - agentgraph.input.text_processing.chunking_service - INFO - Content already has line numbers, skipping line number assignment -2025-07-24 17:49:02,156 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 17:49:02,156 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 17:49:02,157 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 17:49:02,157 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 17:49:02,157 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 17:49:02,157 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 17:49:02,159 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 17:49:02,159 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 17:49:02,159 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_2 -2025-07-24 17:49:02,159 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_2 -2025-07-24 17:49:02,159 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 17:49:02,159 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 17:49:02,159 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 17:49:02,159 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 17:49:02,159 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 17:49:02,160 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 17:49:02,160 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 17:49:02,160 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 17:49:02,160 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 17:49:38,165 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 7 lines -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L4-L4 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L4-L4 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 3, end_idx: 4 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: System Prompt: You are a helpful custome... -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: System Prompt: You are a helpful custome... -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: System Prompt: You are a helpful custome... -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity agent_001 resolution debug: -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L4-L4 -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: System Prompt: You are a helpful custome... -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity agent_001: 119 characters -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: order_lookup - searches order data... -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: order_lookup - searches order data... -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: order_lookup - searches order data... -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity tool_001 resolution debug: -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L5-L5 -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: order_lookup - searches order data... -2025-07-24 17:49:38,166 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity tool_001: 54 characters -2025-07-24 17:49:38,166 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: email_sender - sends emails to cus... -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: email_sender - sends emails to cus... -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: email_sender - sends emails to cus... -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity tool_002 resolution debug: -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L6-L6 -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Tool: email_sender - sends emails to cus... -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity tool_002: 56 characters -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Process: Agent uses order_lookup to find... -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Process: Agent uses order_lookup to find... -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Process: Agent uses order_lookup to find... -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_001 resolution debug: -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L7-L7 -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: Process: Agent uses order_lookup to find... -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_001: 136 characters -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: User Input: I need help with my order... -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: User Input: I need help with my order... -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: User Input: I need help with my order... -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity input_001 resolution debug: -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L2-L2 -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: User Input: I need help with my order... -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity input_001: 47 characters -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 5, 'entities_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-24 17:49:38,167 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 7 lines -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: User Input: I need help with my order... -2025-07-24 17:49:38,167 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: User Input: I need help with my order... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: User Input: I need help with my order... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:49:38,168 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_001: 47 characters -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L7-L7 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L7-L7 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 6, end_idx: 7 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Process: Agent uses order_lookup to find... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Process: Agent uses order_lookup to find... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Process: Agent uses order_lookup to find... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:49:38,168 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_002: 136 characters -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L5-L5 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L5-L5 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 4, end_idx: 5 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: order_lookup - searches order data... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: order_lookup - searches order data... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: order_lookup - searches order data... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:49:38,168 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_003: 54 characters -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 7 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L6-L6 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L6-L6 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 5, end_idx: 6 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 7 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: Tool: email_sender - sends emails to cus... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: Tool: email_sender - sends emails to cus... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: Tool: email_sender - sends emails to cus... -2025-07-24 17:49:38,168 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 17:49:38,168 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation relation_004: 56 characters -2025-07-24 17:49:38,168 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 4, 'relations_with_refs': 4, 'successful_resolutions': 4, 'failed_resolutions': 0} -2025-07-24 17:49:38,168 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 5 entities and 4 relations -2025-07-24 17:49:38,168 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 17:49:38,168 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 17:49:38,169 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 17:49:38,169 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 17:49:38,169 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 17:49:38,169 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 5 entities and 4 relations -2025-07-24 17:49:38,171 - __main__ - INFO - Results saved to test_results_fixed.json -2025-07-24 18:06:41,465 - openlit - INFO - Starting openLIT initialization... -2025-07-24 18:06:41,470 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 18:06:42,052 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 18:06:42,085 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-24 18:06:42,085 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 18:06:42,085 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 18:06:42,085 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 18:06:42,381 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 18:06:42,555 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 18:06:42,555 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 18:06:43,138 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 18:06:43,139 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 18:06:43,139 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-24 18:06:43,142 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 18:06:43,142 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 18:06:43,142 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-24 18:06:43,142 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 18:06:43,143 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 18:06:44,277 - __main__ - INFO - Loaded 10 texts from scripts/example.json -2025-07-24 18:06:44,277 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 18:06:44,277 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 18:06:44,277 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 18:06:44,277 - __main__ - INFO - - Preprocessing: False -2025-07-24 18:06:44,277 - __main__ - INFO - - Line numbers: True -2025-07-24 18:06:44,277 - __main__ - INFO - Processing batch of 10 texts -2025-07-24 18:06:44,277 - __main__ - INFO - Processing text 1/10: text_0 -2025-07-24 18:06:44,277 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:06:44,277 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 18:06:44,277 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:06:44,277 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:06:44,277 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:06:44,277 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:06:44,283 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:06:44,283 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:06:44,283 - __main__ - ERROR - Error processing text text_0: 'dict' object has no attribute 'strip' -2025-07-24 18:06:44,283 - __main__ - INFO - Processing text 2/10: text_1 -2025-07-24 18:06:44,283 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:06:44,283 - __main__ - INFO - Processing text text_1 (format: auto) -2025-07-24 18:06:44,283 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:06:44,283 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:06:44,283 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:06:44,283 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:06:44,288 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:06:44,288 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:06:44,288 - __main__ - ERROR - Error processing text text_1: 'dict' object has no attribute 'strip' -2025-07-24 18:06:44,288 - __main__ - INFO - Processing text 3/10: text_2 -2025-07-24 18:06:44,288 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:06:44,288 - __main__ - INFO - Processing text text_2 (format: auto) -2025-07-24 18:06:44,288 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:06:44,288 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:06:44,288 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:06:44,288 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:06:44,293 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:06:44,293 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:06:44,293 - __main__ - ERROR - Error processing text text_2: 'dict' object has no attribute 'strip' -2025-07-24 18:06:44,294 - __main__ - INFO - Processing text 4/10: text_3 -2025-07-24 18:06:44,294 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:06:44,294 - __main__ - INFO - Processing text text_3 (format: auto) -2025-07-24 18:06:44,294 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:06:44,294 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:06:44,294 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:06:44,294 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:06:44,301 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:06:44,301 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:06:44,301 - __main__ - ERROR - Error processing text text_3: 'dict' object has no attribute 'strip' -2025-07-24 18:06:44,301 - __main__ - INFO - Processing text 5/10: text_4 -2025-07-24 18:06:44,301 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:06:44,301 - __main__ - INFO - Processing text text_4 (format: auto) -2025-07-24 18:06:44,301 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:06:44,301 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:06:44,301 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:06:44,301 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:06:44,306 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:06:44,306 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:06:44,306 - __main__ - ERROR - Error processing text text_4: 'dict' object has no attribute 'strip' -2025-07-24 18:06:44,306 - __main__ - INFO - Processing text 6/10: text_5 -2025-07-24 18:06:44,306 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:06:44,306 - __main__ - INFO - Processing text text_5 (format: auto) -2025-07-24 18:06:44,306 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:06:44,306 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:06:44,306 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:06:44,306 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:06:44,443 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:06:44,443 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:06:44,443 - __main__ - ERROR - Error processing text text_5: 'dict' object has no attribute 'strip' -2025-07-24 18:06:44,443 - __main__ - INFO - Processing text 7/10: text_6 -2025-07-24 18:06:44,443 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:06:44,443 - __main__ - INFO - Processing text text_6 (format: auto) -2025-07-24 18:06:44,443 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:06:44,443 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:06:44,443 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:06:44,443 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:06:44,449 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:06:44,449 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:06:44,449 - __main__ - ERROR - Error processing text text_6: 'dict' object has no attribute 'strip' -2025-07-24 18:06:44,449 - __main__ - INFO - Processing text 8/10: text_7 -2025-07-24 18:06:44,449 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:06:44,449 - __main__ - INFO - Processing text text_7 (format: auto) -2025-07-24 18:06:44,449 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:06:44,449 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:06:44,449 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:06:44,449 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:06:44,454 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:06:44,454 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:06:44,454 - __main__ - ERROR - Error processing text text_7: 'dict' object has no attribute 'strip' -2025-07-24 18:06:44,454 - __main__ - INFO - Processing text 9/10: text_8 -2025-07-24 18:06:44,454 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:06:44,454 - __main__ - INFO - Processing text text_8 (format: auto) -2025-07-24 18:06:44,454 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:06:44,454 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:06:44,454 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:06:44,454 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:06:44,459 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:06:44,459 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:06:44,459 - __main__ - ERROR - Error processing text text_8: 'dict' object has no attribute 'strip' -2025-07-24 18:06:44,459 - __main__ - INFO - Processing text 10/10: text_9 -2025-07-24 18:06:44,459 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:06:44,459 - __main__ - INFO - Processing text text_9 (format: auto) -2025-07-24 18:06:44,459 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:06:44,459 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:06:44,459 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:06:44,459 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:06:44,464 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:06:44,464 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:06:44,464 - __main__ - ERROR - Error processing text text_9: 'dict' object has no attribute 'strip' -2025-07-24 18:06:44,465 - __main__ - INFO - Results saved to test_results_fixed.json -2025-07-24 18:08:07,996 - openlit - INFO - Starting openLIT initialization... -2025-07-24 18:08:08,011 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 18:08:08,600 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 18:08:08,650 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 18:08:08,650 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 18:08:08,651 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 18:08:08,995 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 18:08:09,104 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 18:08:09,104 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 18:08:09,703 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 18:08:09,704 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 18:08:11,134 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 18:08:11,136 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 18:08:11,136 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 18:08:11,137 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 18:08:11,137 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 18:08:11,138 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 18:08:11,138 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 18:08:11,138 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 18:08:11,138 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 18:08:12,187 - __main__ - INFO - Loaded 10 texts from scripts/example.json -2025-07-24 18:08:12,187 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 18:08:12,187 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 18:08:12,187 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 18:08:12,187 - __main__ - INFO - - Preprocessing: False -2025-07-24 18:08:12,187 - __main__ - INFO - - Line numbers: True -2025-07-24 18:08:12,187 - __main__ - INFO - Processing batch of 10 texts -2025-07-24 18:08:12,187 - __main__ - INFO - Processing text 1/10: text_0 -2025-07-24 18:08:12,187 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:12,187 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 18:08:12,187 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:12,187 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:12,187 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:12,188 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:12,193 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:12,193 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:12,193 - __main__ - ERROR - Error processing text text_0: 'dict' object has no attribute 'strip' -2025-07-24 18:08:12,194 - __main__ - INFO - Processing text 2/10: text_1 -2025-07-24 18:08:12,194 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:12,194 - __main__ - INFO - Processing text text_1 (format: auto) -2025-07-24 18:08:12,194 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:12,194 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:12,194 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:12,194 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:12,199 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:12,199 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:12,199 - __main__ - ERROR - Error processing text text_1: 'dict' object has no attribute 'strip' -2025-07-24 18:08:12,200 - __main__ - INFO - Processing text 3/10: text_2 -2025-07-24 18:08:12,200 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:12,200 - __main__ - INFO - Processing text text_2 (format: auto) -2025-07-24 18:08:12,200 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:12,200 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:12,200 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:12,200 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:12,205 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:12,205 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:12,205 - __main__ - ERROR - Error processing text text_2: 'dict' object has no attribute 'strip' -2025-07-24 18:08:12,206 - __main__ - INFO - Processing text 4/10: text_3 -2025-07-24 18:08:12,206 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:12,206 - __main__ - INFO - Processing text text_3 (format: auto) -2025-07-24 18:08:12,206 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:12,206 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:12,206 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:12,206 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:12,211 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:12,211 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:12,211 - __main__ - ERROR - Error processing text text_3: 'dict' object has no attribute 'strip' -2025-07-24 18:08:12,211 - __main__ - INFO - Processing text 5/10: text_4 -2025-07-24 18:08:12,211 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:12,211 - __main__ - INFO - Processing text text_4 (format: auto) -2025-07-24 18:08:12,212 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:12,212 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:12,212 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:12,212 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:12,216 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:12,216 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:12,217 - __main__ - ERROR - Error processing text text_4: 'dict' object has no attribute 'strip' -2025-07-24 18:08:12,217 - __main__ - INFO - Processing text 6/10: text_5 -2025-07-24 18:08:12,217 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:12,217 - __main__ - INFO - Processing text text_5 (format: auto) -2025-07-24 18:08:12,217 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:12,217 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:12,217 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:12,217 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:12,222 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:12,222 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:12,222 - __main__ - ERROR - Error processing text text_5: 'dict' object has no attribute 'strip' -2025-07-24 18:08:12,223 - __main__ - INFO - Processing text 7/10: text_6 -2025-07-24 18:08:12,223 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:12,223 - __main__ - INFO - Processing text text_6 (format: auto) -2025-07-24 18:08:12,223 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:12,223 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:12,223 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:12,223 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:12,228 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:12,228 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:12,228 - __main__ - ERROR - Error processing text text_6: 'dict' object has no attribute 'strip' -2025-07-24 18:08:12,228 - __main__ - INFO - Processing text 8/10: text_7 -2025-07-24 18:08:12,228 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:12,228 - __main__ - INFO - Processing text text_7 (format: auto) -2025-07-24 18:08:12,228 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:12,228 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:12,228 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:12,228 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:12,233 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:12,233 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:12,233 - __main__ - ERROR - Error processing text text_7: 'dict' object has no attribute 'strip' -2025-07-24 18:08:12,234 - __main__ - INFO - Processing text 9/10: text_8 -2025-07-24 18:08:12,234 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:12,234 - __main__ - INFO - Processing text text_8 (format: auto) -2025-07-24 18:08:12,234 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:12,234 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:12,234 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:12,234 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:12,238 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:12,239 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:12,239 - __main__ - ERROR - Error processing text text_8: 'dict' object has no attribute 'strip' -2025-07-24 18:08:12,239 - __main__ - INFO - Processing text 10/10: text_9 -2025-07-24 18:08:12,239 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:12,239 - __main__ - INFO - Processing text text_9 (format: auto) -2025-07-24 18:08:12,239 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:12,239 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:12,239 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:12,239 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:12,244 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:12,244 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:12,244 - __main__ - ERROR - Error processing text text_9: 'dict' object has no attribute 'strip' -2025-07-24 18:08:12,245 - __main__ - INFO - Results saved to test_debug.json -2025-07-24 18:08:38,423 - openlit - INFO - Starting openLIT initialization... -2025-07-24 18:08:38,439 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 18:08:39,018 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 18:08:39,065 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 18:08:39,065 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 18:08:39,065 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 18:08:39,410 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 18:08:39,514 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 18:08:39,515 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 18:08:40,068 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 18:08:40,069 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 18:08:41,338 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 18:08:41,340 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 18:08:41,341 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 18:08:41,341 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 18:08:41,341 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 18:08:41,341 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 18:08:41,341 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 18:08:41,341 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 18:08:41,341 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 18:08:41,341 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 18:08:41,341 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 18:08:41,341 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 18:08:41,342 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 18:08:41,342 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 18:08:41,342 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 18:08:41,342 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 18:08:41,342 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 18:08:41,342 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 18:08:41,342 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 18:08:42,255 - __main__ - INFO - Loaded 10 texts from scripts/example.json -2025-07-24 18:08:42,255 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 18:08:42,255 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 18:08:42,255 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 18:08:42,255 - __main__ - INFO - - Preprocessing: False -2025-07-24 18:08:42,255 - __main__ - INFO - - Line numbers: True -2025-07-24 18:08:42,255 - __main__ - INFO - Processing batch of 10 texts -2025-07-24 18:08:42,255 - __main__ - INFO - Processing text 1/10: text_0 -2025-07-24 18:08:42,255 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:42,255 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 18:08:42,255 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:42,255 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:42,255 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:42,255 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:42,261 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:42,261 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:42,261 - __main__ - ERROR - Error processing text text_0: 'dict' object has no attribute 'strip' -2025-07-24 18:08:42,261 - __main__ - INFO - Processing text 2/10: text_1 -2025-07-24 18:08:42,261 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:42,261 - __main__ - INFO - Processing text text_1 (format: auto) -2025-07-24 18:08:42,261 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:42,261 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:42,261 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:42,261 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:42,267 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:42,267 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:42,267 - __main__ - ERROR - Error processing text text_1: 'dict' object has no attribute 'strip' -2025-07-24 18:08:42,267 - __main__ - INFO - Processing text 3/10: text_2 -2025-07-24 18:08:42,267 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:42,268 - __main__ - INFO - Processing text text_2 (format: auto) -2025-07-24 18:08:42,268 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:42,268 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:42,268 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:42,268 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:42,272 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:42,272 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:42,272 - __main__ - ERROR - Error processing text text_2: 'dict' object has no attribute 'strip' -2025-07-24 18:08:42,273 - __main__ - INFO - Processing text 4/10: text_3 -2025-07-24 18:08:42,273 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:42,273 - __main__ - INFO - Processing text text_3 (format: auto) -2025-07-24 18:08:42,273 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:42,273 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:42,273 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:42,273 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:42,278 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:42,278 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:42,278 - __main__ - ERROR - Error processing text text_3: 'dict' object has no attribute 'strip' -2025-07-24 18:08:42,279 - __main__ - INFO - Processing text 5/10: text_4 -2025-07-24 18:08:42,279 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:42,279 - __main__ - INFO - Processing text text_4 (format: auto) -2025-07-24 18:08:42,279 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:42,279 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:42,279 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:42,279 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:42,284 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:42,284 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:42,284 - __main__ - ERROR - Error processing text text_4: 'dict' object has no attribute 'strip' -2025-07-24 18:08:42,284 - __main__ - INFO - Processing text 6/10: text_5 -2025-07-24 18:08:42,285 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:42,285 - __main__ - INFO - Processing text text_5 (format: auto) -2025-07-24 18:08:42,285 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:42,285 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:42,285 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:42,285 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:42,289 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:42,289 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:42,289 - __main__ - ERROR - Error processing text text_5: 'dict' object has no attribute 'strip' -2025-07-24 18:08:42,290 - __main__ - INFO - Processing text 7/10: text_6 -2025-07-24 18:08:42,290 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:42,290 - __main__ - INFO - Processing text text_6 (format: auto) -2025-07-24 18:08:42,290 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:42,290 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:42,290 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:42,290 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:42,295 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:42,295 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:42,295 - __main__ - ERROR - Error processing text text_6: 'dict' object has no attribute 'strip' -2025-07-24 18:08:42,296 - __main__ - INFO - Processing text 8/10: text_7 -2025-07-24 18:08:42,296 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:42,296 - __main__ - INFO - Processing text text_7 (format: auto) -2025-07-24 18:08:42,296 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:42,296 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:42,296 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:42,296 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:42,301 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:42,301 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:42,301 - __main__ - ERROR - Error processing text text_7: 'dict' object has no attribute 'strip' -2025-07-24 18:08:42,301 - __main__ - INFO - Processing text 9/10: text_8 -2025-07-24 18:08:42,301 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:42,301 - __main__ - INFO - Processing text text_8 (format: auto) -2025-07-24 18:08:42,301 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:42,301 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:42,301 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:42,301 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:42,306 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:42,306 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:42,306 - __main__ - ERROR - Error processing text text_8: 'dict' object has no attribute 'strip' -2025-07-24 18:08:42,307 - __main__ - INFO - Processing text 10/10: text_9 -2025-07-24 18:08:42,307 - __main__ - WARNING - Line number processing failed: 'dict' object has no attribute 'split', using original text -2025-07-24 18:08:42,307 - __main__ - INFO - Processing text text_9 (format: auto) -2025-07-24 18:08:42,307 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:08:42,307 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 13 characters -2025-07-24 18:08:42,307 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:08:42,307 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:08:42,312 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:08:42,312 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:08:42,312 - __main__ - ERROR - Error processing text text_9: 'dict' object has no attribute 'strip' -2025-07-24 18:08:52,697 - openlit - INFO - Starting openLIT initialization... -2025-07-24 18:08:52,713 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 18:08:53,230 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 18:08:53,269 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 18:08:53,269 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 18:08:53,269 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 18:08:53,580 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 18:08:53,672 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 18:08:53,672 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 18:08:54,154 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 18:08:54,154 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 18:08:55,313 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 18:08:55,315 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 18:08:55,315 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 18:08:55,315 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 18:08:55,315 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 18:08:55,315 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 18:08:55,315 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 18:08:55,315 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 18:08:55,316 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 18:08:55,316 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 18:08:55,316 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 18:08:55,316 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 18:08:55,316 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 18:08:55,316 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 18:08:55,316 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 18:08:55,316 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 18:08:55,316 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 18:08:55,316 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 18:08:55,317 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 18:09:32,835 - openlit - INFO - Starting openLIT initialization... -2025-07-24 18:09:32,853 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 18:09:33,361 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 18:09:33,403 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 18:09:33,403 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 18:09:33,403 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 18:09:33,757 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 18:09:33,851 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 18:09:33,851 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 18:09:34,416 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 18:09:34,417 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 18:09:35,721 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 18:09:35,723 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 18:09:35,723 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 18:09:35,724 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 18:09:35,724 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 18:09:35,724 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 18:09:35,724 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 18:09:35,724 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 18:09:35,724 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 18:09:35,724 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 18:09:35,724 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 18:09:35,724 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 18:09:35,724 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 18:09:35,725 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 18:09:35,725 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 18:09:35,725 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 18:09:35,725 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 18:09:35,725 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 18:09:35,725 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 18:09:36,667 - scripts.batch_kg_extraction - INFO - Loaded JSON array with 10 items -2025-07-24 18:09:46,781 - openlit - INFO - Starting openLIT initialization... -2025-07-24 18:09:46,798 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 18:09:47,280 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 18:09:47,320 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 18:09:47,320 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 18:09:47,320 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 18:09:47,636 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 18:09:47,727 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 18:09:47,727 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 18:09:48,277 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 18:09:48,277 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 18:09:49,552 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 18:09:49,554 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 18:09:49,555 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 18:09:49,555 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 18:09:49,555 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 18:09:49,555 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 18:09:49,555 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 18:09:49,555 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 18:09:49,555 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 18:09:49,555 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 18:09:49,555 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 18:09:49,556 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 18:09:49,556 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 18:09:49,556 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 18:09:49,556 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 18:09:49,556 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 18:09:49,556 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 18:09:49,556 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 18:09:49,556 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 18:09:50,514 - __main__ - INFO - Loaded JSON array with 10 items -2025-07-24 18:09:50,514 - __main__ - INFO - Loaded 10 texts from scripts/example.json -2025-07-24 18:09:50,514 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 18:09:50,514 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 18:09:50,514 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 18:09:50,514 - __main__ - INFO - - Preprocessing: True -2025-07-24 18:09:50,514 - __main__ - INFO - - Line numbers: True -2025-07-24 18:09:50,514 - __main__ - INFO - Processing batch of 10 texts -2025-07-24 18:09:50,514 - __main__ - INFO - Processing text 1/10: text_0 -2025-07-24 18:09:50,514 - __main__ - WARNING - Trace preprocessing failed: 6 validation errors for LangSmithTrace -trace_id - Field required [type=missing, input_value={'name': 'ReAct Agent', '... 'feedback_stats': None}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -trace_name - Field required [type=missing, input_value={'name': 'ReAct Agent', '... 'feedback_stats': None}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -project_name - Field required [type=missing, input_value={'name': 'ReAct Agent', '... 'feedback_stats': None}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -export_time - Field required [type=missing, input_value={'name': 'ReAct Agent', '... 'feedback_stats': None}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -total_runs - Field required [type=missing, input_value={'name': 'ReAct Agent', '... 'feedback_stats': None}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing -runs - Field required [type=missing, input_value={'name': 'ReAct Agent', '... 'feedback_stats': None}, input_type=dict] - For further information visit https://errors.pydantic.dev/2.11/v/missing, using original text -2025-07-24 18:09:50,515 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 239 lines, starting from line 1 -2025-07-24 18:09:50,515 - __main__ - INFO - Added line numbers: 239 lines -2025-07-24 18:09:50,515 - __main__ - INFO - Processing text text_0 (format: langsmith) -2025-07-24 18:09:50,515 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:09:50,515 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 16247 characters -2025-07-24 18:09:50,515 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:09:50,515 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:09:50,521 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:09:50,521 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:09:50,526 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 18:09:51,448 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Generated embeddings for 10 sentences using text-embedding-3-small with smart batching -2025-07-24 18:09:51,454 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 18:09:51,454 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Unknown format detected - using data-driven threshold selection -2025-07-24 18:09:51,454 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Highly coherent content detected, using gradient threshold -2025-07-24 18:09:51,454 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Using adaptive threshold: 0.722 for 9 similarities -2025-07-24 18:09:51,456 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 18:09:51,457 - agentgraph.input.text_processing.chunking_service - INFO - Content already has line numbers, skipping line number assignment -2025-07-24 18:09:51,457 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 18:09:51,457 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 18:09:51,457 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 18:09:51,457 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 18:09:51,457 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 18:09:51,457 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 18:09:51,459 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 18:09:51,459 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 18:09:51,459 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 18:09:51,459 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 18:09:51,459 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 18:09:51,459 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 18:09:51,459 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 18:09:51,472 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 18:09:51,472 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 18:09:51,473 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 18:09:51,473 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 18:09:51,473 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 18:09:51,473 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 18:11:19,749 - openlit - INFO - Starting openLIT initialization... -2025-07-24 18:11:19,764 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 18:11:20,338 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 18:11:20,385 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 18:11:20,385 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 18:11:20,386 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 18:11:20,728 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 18:11:20,838 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 18:11:20,839 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 18:11:21,383 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 18:11:21,384 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 18:11:22,642 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 18:11:22,644 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 18:11:22,644 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 18:11:22,644 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 18:11:22,644 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 18:11:22,645 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 18:11:22,645 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 18:11:22,645 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 18:11:22,645 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 18:11:22,645 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 18:11:22,645 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 18:11:22,645 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 18:11:22,645 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 18:11:22,645 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 18:11:22,645 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 18:11:22,646 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 18:11:22,646 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 18:11:22,646 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 18:11:22,646 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 18:11:23,662 - scripts.batch_kg_extraction - INFO - Combined 3 texts from 'texts' key into single text -2025-07-24 18:11:23,663 - scripts.batch_kg_extraction - INFO - Combined 10 array items into single text -2025-07-24 18:11:35,400 - openlit - INFO - Starting openLIT initialization... -2025-07-24 18:11:35,417 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 18:11:35,997 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 18:11:36,046 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 18:11:36,046 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 18:11:36,046 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 18:11:36,406 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 18:11:36,514 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 18:11:36,514 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 18:11:37,091 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 18:11:37,092 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 18:11:38,504 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 18:11:38,509 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 18:11:38,509 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 18:11:38,509 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 18:11:38,510 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 18:11:38,510 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 18:11:38,511 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 18:11:38,511 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 18:11:38,511 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 18:11:39,537 - __main__ - INFO - Combined 3 texts from 'texts' key into single text -2025-07-24 18:11:39,537 - __main__ - INFO - Loaded 1 texts from scripts/example_texts.json -2025-07-24 18:11:39,537 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 18:11:39,537 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 18:11:39,537 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 18:11:39,537 - __main__ - INFO - - Preprocessing: False -2025-07-24 18:11:39,537 - __main__ - INFO - - Line numbers: True -2025-07-24 18:11:39,537 - __main__ - INFO - Processing batch of 1 texts -2025-07-24 18:11:39,537 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-24 18:11:39,538 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 26 lines, starting from line 1 -2025-07-24 18:11:39,538 - __main__ - INFO - Added line numbers: 26 lines -2025-07-24 18:11:39,538 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 18:11:39,538 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:11:39,538 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 1435 characters -2025-07-24 18:11:39,538 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:11:39,538 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:11:39,544 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:11:39,544 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:11:39,546 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 18:11:39,547 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 18:11:39,548 - agentgraph.input.text_processing.chunking_service - INFO - Content already has line numbers, skipping line number assignment -2025-07-24 18:11:39,548 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 18:11:39,548 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 18:11:39,548 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 18:11:39,548 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 18:11:39,548 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 18:11:39,548 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 18:11:39,550 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 18:11:39,550 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 18:11:39,550 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 18:11:39,550 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 18:11:39,550 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 18:11:39,550 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 18:11:39,550 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 18:11:39,562 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 18:11:39,563 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 18:11:39,563 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 18:11:39,564 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 18:11:39,564 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 18:11:39,564 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 18:12:41,267 - asyncio - ERROR - _GatheringFuture exception was never retrieved -future: <_GatheringFuture finished exception=CancelledError()> -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/extraction/graph_processing/knowledge_graph_processor.py", line 238, in process_window - result = await asyncio.wait_for( - ^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/tasks.py", line 476, in wait_for - await waiter -asyncio.exceptions.CancelledError -2025-07-24 18:13:23,105 - openlit - INFO - Starting openLIT initialization... -2025-07-24 18:13:23,112 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 18:13:23,519 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 18:13:23,548 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-24 18:13:23,548 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 18:13:23,548 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 18:13:23,548 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 18:13:23,806 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 18:13:23,990 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 18:13:23,990 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 18:13:24,521 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 18:13:24,522 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 18:13:24,522 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-24 18:13:24,525 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 18:13:24,525 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 18:13:24,525 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-24 18:13:24,525 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 18:13:24,525 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 18:13:24,525 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 18:13:24,525 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 18:13:24,525 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 18:13:24,525 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 18:13:24,526 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 18:13:24,526 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 18:13:24,526 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 18:13:24,526 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 18:13:24,526 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 18:13:24,526 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 18:13:24,526 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 18:13:24,526 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 18:13:24,526 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 18:13:25,650 - __main__ - INFO - Loaded 1 texts from scripts/example_texts.json -2025-07-24 18:13:25,650 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 18:13:25,650 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 18:13:25,650 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 18:13:25,650 - __main__ - INFO - - Preprocessing: False -2025-07-24 18:13:25,650 - __main__ - INFO - - Line numbers: True -2025-07-24 18:13:25,650 - __main__ - INFO - Processing batch of 1 texts -2025-07-24 18:13:25,650 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-24 18:13:25,650 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 17 lines, starting from line 1 -2025-07-24 18:13:25,650 - __main__ - INFO - Added line numbers: 17 lines -2025-07-24 18:13:25,650 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 18:13:25,650 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:13:25,650 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 1417 characters -2025-07-24 18:13:25,650 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:13:25,650 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:13:25,657 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:13:25,657 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:13:25,659 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 18:13:25,660 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 18:13:25,661 - agentgraph.input.text_processing.chunking_service - INFO - Content already has line numbers, skipping line number assignment -2025-07-24 18:13:25,661 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 18:13:25,661 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 18:13:25,661 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 18:13:25,661 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 18:13:25,661 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 18:13:25,661 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 18:13:25,662 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 18:13:25,662 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-24 18:13:25,662 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 18:13:25,662 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 18:13:25,662 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 18:13:25,662 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 18:13:25,662 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 18:13:25,679 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 18:13:25,679 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 18:13:25,679 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 18:13:25,680 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 18:13:25,680 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 18:13:25,680 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 18:14:12,944 - openlit - INFO - Starting openLIT initialization... -2025-07-24 18:14:12,950 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 18:14:13,375 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 18:14:13,404 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-24 18:14:13,404 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 18:14:13,404 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 18:14:13,404 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 18:14:13,679 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 18:14:13,863 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 18:14:13,864 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 18:14:14,481 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 18:14:14,482 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 18:14:14,482 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 18:14:14,487 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 18:14:14,488 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 18:14:14,488 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 18:14:14,488 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 18:14:14,488 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 18:14:14,488 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 18:14:15,613 - __main__ - INFO - Loaded 1 texts from scripts/example.json -2025-07-24 18:14:15,613 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-24 18:14:15,613 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-24 18:14:15,613 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-24 18:14:15,613 - __main__ - INFO - - Preprocessing: False -2025-07-24 18:14:15,613 - __main__ - INFO - - Line numbers: True -2025-07-24 18:14:15,613 - __main__ - INFO - Processing batch of 1 texts -2025-07-24 18:14:15,613 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-24 18:14:15,614 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 595 lines, starting from line 1 -2025-07-24 18:14:15,614 - __main__ - INFO - Added line numbers: 595 lines -2025-07-24 18:14:15,614 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-24 18:14:15,614 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-24 18:14:15,614 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 94970 characters -2025-07-24 18:14:15,614 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-24 18:14:15,614 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized tiktoken for accurate token counting -2025-07-24 18:14:15,620 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Initialized OpenAI client for text-embedding-3-small -2025-07-24 18:14:15,620 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-24 18:14:15,668 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 18:14:20,067 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Generated embeddings for 96 sentences using text-embedding-3-small with smart batching -2025-07-24 18:14:20,099 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Detected agent trace type: unknown (confidence: 0.00) -2025-07-24 18:14:20,099 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Unknown format detected - using data-driven threshold selection -2025-07-24 18:14:20,099 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Using standard deviation threshold -2025-07-24 18:14:20,099 - agentgraph.input.content_analysis.semantic_analyzer - DEBUG - Using adaptive threshold: 0.578 for 95 similarities -2025-07-24 18:14:20,111 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-24 18:14:20,113 - agentgraph.input.text_processing.chunking_service - INFO - Content already has line numbers, skipping line number assignment -2025-07-24 18:14:20,113 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-24 18:14:20,113 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-24 18:14:20,113 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-24 18:14:20,113 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-24 18:14:20,113 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-24 18:14:20,113 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-24 18:14:20,114 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-24 18:14:20,114 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=2355) -2025-07-24 18:14:20,114 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-24 18:14:20,114 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-24 18:14:20,114 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-24 18:14:20,114 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-24 18:14:20,114 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-24 18:14:20,130 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-24 18:14:20,130 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Starting sub-batch 1/1 with 1 chunks -2025-07-24 18:14:20,130 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-24 18:14:20,131 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-24 18:14:20,131 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - No context documents available for window 0, passing empty context string -2025-07-24 18:14:20,131 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-24 18:15:15,514 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-24 18:15:15,521 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 610 lines -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L1-L1 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L1-L1 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 0, end_idx: 1 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: [{"name": "ReAct Agent", "start_time": "... -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: [{"name": "ReAct Agent", "start_time": "... -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: [{"name": "ReAct Agent", "start_time": "... -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity agent_001 resolution debug: -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L1-L1 -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: [{"name": "ReAct Agent", "start_time": "... -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity agent_001: 150 characters -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: : {"messag... -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: : {"messag... -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: : {"messag... -2025-07-24 18:15:15,522 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_001 resolution debug: -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L2-L2 -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: : {"messag... -2025-07-24 18:15:15,522 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_001: 12 characters -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 7 references -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L4 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L4 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 4 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 2 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: es": [{"role": "human", "content": "Wh... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[1]: : {}, "respo... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: es": [{"role": "human", "content": "Wh... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: es": [{"role": "human", "content": "Wh... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[1]: L69-L69 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L69-L69 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 68, end_idx: 69 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: pecial LangChain-built library that ... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: pecial LangChain-built library that ... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[1]: pecial LangChain-built library that ... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[2]: L135-L135 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L135-L135 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 134, end_idx: 135 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: peat a cycle but its really clear.\"... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: peat a cycle but its really clear.\"... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[2]: peat a cycle but its really clear.\"... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[3]: L201-L201 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L201-L201 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 200, end_idx: 201 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: : "2025-07-18T14:02:40.631212", "r... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: : "2025-07-18T14:02:40.631212", "r... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[3]: : "2025-07-18T14:02:40.631212", "r... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[4]: L205-L205 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L205-L205 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 204, end_idx: 205 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: : 1, "type": "constructor", "id": ... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: : 1, "type": "constructor", "id": ... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[4]: : 1, "type": "constructor", "id": ... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[5]: L267-L269 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L267-L269 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 266, end_idx: 269 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 3 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: ", "additional_kwargs": {}, "respo... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[1]: {"content": "",... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[2]: "additional_kwargs": {"tool_calls... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: ", "additional_kwargs": {}, "respo... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[5]: ", "additional_kwargs": {}, "respo... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[6]: L328-L328 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L328-L328 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 327, end_idx: 328 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: , {\"url\": \"ht... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: , {\"url\": \"ht... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[6]: , {\"url\": \"ht... -2025-07-24 18:15:15,523 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 7 references. -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity tool_001 resolution debug: -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 7 -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L3-L4 -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[1]: L69-L69 -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[2]: L135-L135 -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[3]: L201-L201 -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[4]: L205-L205 -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[5]: L267-L269 -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[6]: L328-L328 -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 7 -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: es": [{"role": "human", "content": "Wh... -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[1]: pecial LangChain-built library that ... -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[2]: peat a cycle but its really clear.\"... -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[3]: : "2025-07-18T14:02:40.631212", "r... -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[4]: : 1, "type": "constructor", "id": ... -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[5]: ", "additional_kwargs": {}, "respo... -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[6]: , {\"url\": \"ht... -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity tool_001: 1104 characters -2025-07-24 18:15:15,523 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - joined with delimiter, split count will be: 7 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L267-L267 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L267-L267 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 266, end_idx: 267 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: ", "additional_kwargs": {}, "respo... -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: ", "additional_kwargs": {}, "respo... -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: ", "additional_kwargs": {}, "respo... -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity tool_002 resolution debug: -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L267-L267 -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: ", "additional_kwargs": {}, "respo... -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity tool_002: 150 characters -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L205-L205 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L205-L205 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 204, end_idx: 205 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: : 1, "type": "constructor", "id": ... -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: : 1, "type": "constructor", "id": ... -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: : 1, "type": "constructor", "id": ... -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity task_002 resolution debug: -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L205-L205 -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: : 1, "type": "constructor", "id": ... -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity task_002: 150 characters -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L263-L263 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L263-L263 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 262, end_idx: 263 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: ": ["1f063dfd-c8d4-64e7-84a7-6e7ca... -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: ": ["1f063dfd-c8d4-64e7-84a7-6e7ca... -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: ": ["1f063dfd-c8d4-64e7-84a7-6e7ca... -2025-07-24 18:15:15,524 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Entity output_001 resolution debug: -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - raw_prompt_ref count: 1 -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - ref[0]: L263-L263 -2025-07-24 18:15:15,524 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - extracted snippets count: 1 -2025-07-24 18:15:15,525 - agentgraph.reconstruction.content_reference_resolver - DEBUG - - snippet[0]: ": ["1f063dfd-c8d4-64e7-84a7-6e7ca... -2025-07-24 18:15:15,525 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved prompt for entity output_001: 150 characters -2025-07-24 18:15:15,525 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 6, 'entities_with_refs': 6, 'successful_resolutions': 6, 'failed_resolutions': 0} -2025-07-24 18:15:15,532 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Created extraction-compatible numbering for 610 lines -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L2-L2 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L2-L2 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 1, end_idx: 2 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: : {"messag... -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: : {"messag... -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: : {"messag... -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 18:15:15,533 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_001: 12 characters -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L14-L14 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L14-L14 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 13, end_idx: 14 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: v4Lr8", "ser... -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: v4Lr8", "ser... -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: v4Lr8", "ser... -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 18:15:15,533 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_002: 14 characters -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 2 references -2025-07-24 18:15:15,533 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L3-L4 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L3-L4 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 2, end_idx: 4 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 2 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: es": [{"role": "human", "content": "Wh... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[1]: : {}, "respo... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: es": [{"role": "human", "content": "Wh... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: es": [{"role": "human", "content": "Wh... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[1]: L201-L201 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L201-L201 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 200, end_idx: 201 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: : "2025-07-18T14:02:40.631212", "r... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: : "2025-07-18T14:02:40.631212", "r... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[1]: : "2025-07-18T14:02:40.631212", "r... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 2 references. -2025-07-24 18:15:15,534 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_003: 314 characters -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L67-L67 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L67-L67 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 66, end_idx: 67 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: than LangChain - YouTube\", \"conten... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: than LangChain - YouTube\", \"conten... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: than LangChain - YouTube\", \"conten... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 18:15:15,534 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_004: 150 characters -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L263-L263 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L263-L263 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 262, end_idx: 263 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: ": ["1f063dfd-c8d4-64e7-84a7-6e7ca... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: ": ["1f063dfd-c8d4-64e7-84a7-6e7ca... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: ": ["1f063dfd-c8d4-64e7-84a7-6e7ca... -2025-07-24 18:15:15,534 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 18:15:15,534 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_005: 150 characters -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - extract_content_by_reference: Processing 1 references -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines count: 1218 -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processing ref[0]: L263-L263 -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - _extract_single_reference: L263-L263 -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - start_idx: 262, end_idx: 263 -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - processed_lines length: 1218 -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines count: 1 -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - slice_lines[0]: ": ["1f063dfd-c8d4-64e7-84a7-6e7ca... -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - reconstructed: ": ["1f063dfd-c8d4-64e7-84a7-6e7ca... -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - - extracted content[0]: ": ["1f063dfd-c8d4-64e7-84a7-6e7ca... -2025-07-24 18:15:15,535 - agentgraph.input.text_processing.trace_line_processor - DEBUG - Successfully extracted content for 1 references. -2025-07-24 18:15:15,535 - agentgraph.reconstruction.content_reference_resolver - DEBUG - Resolved interaction prompt for relation rel_006: 150 characters -2025-07-24 18:15:15,535 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 6, 'relations_with_refs': 6, 'successful_resolutions': 6, 'failed_resolutions': 0} -2025-07-24 18:15:15,535 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 6 entities and 6 relations -2025-07-24 18:15:15,535 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Resolved content references for window 0 -2025-07-24 18:15:15,535 - agentgraph.extraction.graph_processing.knowledge_graph_processor - DEBUG - Completed sub-batch 1/1 -2025-07-24 18:15:15,536 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-24 18:15:15,536 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-24 18:15:15,536 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-24 18:15:15,536 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 6 entities and 6 relations -2025-07-24 18:15:15,537 - __main__ - INFO - Results saved to test_results_fixed.json -2025-07-25 11:57:48,965 - openlit - INFO - Starting openLIT initialization... -2025-07-25 11:57:48,982 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-25 11:57:49,467 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-25 11:57:49,507 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-25 11:57:49,507 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-25 11:57:49,507 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-25 11:57:49,819 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-25 11:57:49,907 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-25 11:57:49,907 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-25 11:57:50,390 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-25 11:57:50,391 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-25 11:57:51,288 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-25 11:57:51,290 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-25 11:57:51,290 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-25 11:57:51,290 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-25 11:57:51,290 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-25 11:57:51,290 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-25 11:57:51,290 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-25 11:57:51,290 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-25 11:57:51,290 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-25 11:57:51,290 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-25 11:57:51,290 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-25 11:57:51,290 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-25 11:57:51,290 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-25 11:57:51,291 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-25 11:57:51,291 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-25 11:57:51,291 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-25 11:57:51,291 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-25 11:57:51,291 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-25 11:57:51,291 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-25 11:58:41,271 - openlit - INFO - Starting openLIT initialization... -2025-07-25 11:58:41,288 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-25 11:58:41,771 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-25 11:58:41,812 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-25 11:58:41,812 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-25 11:58:41,812 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-25 11:58:42,117 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-25 11:58:42,205 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-25 11:58:42,205 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-25 11:58:42,676 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-25 11:58:42,677 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-25 11:58:43,571 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-25 11:58:43,573 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-25 11:58:43,573 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-25 11:58:43,573 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-25 11:58:43,573 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-25 11:58:43,573 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-25 11:58:43,573 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-25 11:58:43,573 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-25 11:58:43,573 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-25 11:58:43,574 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-25 11:58:43,574 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-25 11:58:43,574 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-25 11:58:43,574 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-25 11:58:43,574 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-25 11:58:43,574 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-25 11:58:43,574 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-25 11:58:43,574 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-25 11:58:43,574 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-25 11:58:43,574 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-25 11:59:13,180 - openlit - INFO - Starting openLIT initialization... -2025-07-25 11:59:13,197 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-25 11:59:13,777 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-25 11:59:13,828 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-25 11:59:13,828 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-25 11:59:13,828 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-25 11:59:14,236 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-25 11:59:14,336 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-25 11:59:14,336 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-25 11:59:14,891 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-25 11:59:14,891 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-25 11:59:16,117 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-25 11:59:16,119 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-25 11:59:16,119 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-25 11:59:16,119 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-25 11:59:16,120 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-25 11:59:16,120 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-25 11:59:16,120 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-25 11:59:16,120 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-25 11:59:16,120 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-25 11:59:16,120 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-25 11:59:16,120 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-25 11:59:16,120 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-25 11:59:16,120 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-25 11:59:16,120 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-25 11:59:16,120 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-25 11:59:16,121 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-25 11:59:16,121 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-25 11:59:16,121 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-25 11:59:16,121 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-25 11:59:16,941 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-25 11:59:16,941 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-25 11:59:16,941 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 131981 characters -2025-07-25 11:59:16,941 - agentgraph.input.text_processing.chunking_service - INFO - Analyzing trace to determine optimal parameters... -2025-07-25 11:59:16,942 - agentgraph.input.trace_management.trace_analysis - INFO - Analyzing trace characteristics... -2025-07-25 11:59:16,942 - agentgraph.input.trace_management.trace_analysis - INFO - Applying content optimization for cost savings... -2025-07-25 11:59:16,951 - agentgraph.input.trace_management.trace_analysis - INFO - Content optimization complete: 3,700 characters removed (2.8% reduction) -2025-07-25 11:59:16,963 - agentgraph.input.text_processing.chunking_service - INFO - Using recommended parameters from trace analysis: -2025-07-25 11:59:16,963 - agentgraph.input.text_processing.chunking_service - INFO - - Window size: 400,000 characters -2025-07-25 11:59:16,963 - agentgraph.input.text_processing.chunking_service - INFO - - Overlap size: 12,000 characters -2025-07-25 11:59:16,963 - agentgraph.input.text_processing.chunking_service - INFO - - Estimated windows: 1 -2025-07-25 11:59:16,971 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=400000, overlap_ratio=0.03 -2025-07-25 11:59:16,995 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: unknown (confidence: 0.14) -2025-07-25 11:59:25,856 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-25 11:59:25,857 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-25 11:59:25,865 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 991 lines, starting from line 1 -2025-07-25 11:59:25,866 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-25 11:59:25,866 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-25 11:59:25,866 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=400000, overlap_size=12000 -2025-07-25 11:59:25,866 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-25 11:59:25,866 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4.1-mini, method: production -2025-07-25 11:59:25,866 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-25 11:59:25,866 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4.1-mini -2025-07-25 11:59:25,868 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=400000, overlap=164) -2025-07-25 11:59:25,868 - agentgraph.extraction.graph_processing.knowledge_graph_processor - WARNING - No source trace ID provided, generated new trace ID: d70d0214-a08e-4d69-a967-97e2937ebc33 -2025-07-25 11:59:25,868 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Generated processing run ID: 54dd2b16 -2025-07-25 11:59:25,868 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-25 11:59:25,868 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using sequential processing for 1 windows -2025-07-25 11:59:25,880 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-25 11:59:25,880 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4.1-mini -2025-07-25 11:59:25,880 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4.1-mini -2025-07-25 12:01:44,886 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-25 12:01:44,976 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 11, 'entities_with_refs': 11, 'successful_resolutions': 11, 'failed_resolutions': 0} -2025-07-25 12:01:44,992 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 16, 'relations_with_refs': 16, 'successful_resolutions': 16, 'failed_resolutions': 0} -2025-07-25 12:01:44,992 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 11 entities and 16 relations -2025-07-25 12:01:44,995 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-25 12:01:44,995 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-25 12:01:44,995 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-25 12:01:44,995 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 11 entities and 16 relations -2025-07-25 12:01:44,995 - agentgraph.reconstruction.prompt_reconstructor - INFO - Successfully initialized PromptReconstructor with 11 entities and 16 relations -2025-07-25 12:01:44,996 - agentgraph.testing.perturbation_types.base - INFO - Prepared testing data with 14 relations with reconstructed prompts -2025-07-25 12:01:45,011 - agentgraph.testing.perturbation_types.jailbreak - INFO - Successfully loaded 185 jailbreak techniques from CSV file -2025-07-25 12:01:45,011 - agentgraph.testing.perturbation_types.jailbreak - INFO - Running jailbreak tests on 5 relations using 185 techniques -2025-07-25 12:03:45,859 - agentgraph.testing.perturbation_types.jailbreak - INFO - Jailbreak testing completed: 5/5 successful -2025-07-28 17:16:44,396 - openlit - INFO - Starting openLIT initialization... -2025-07-28 17:16:44,402 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-28 17:16:45,068 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-28 17:16:45,130 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-28 17:16:45,131 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-28 17:16:45,131 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-28 17:16:45,131 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-28 17:16:45,564 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-28 17:16:45,816 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-28 17:16:45,816 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-28 17:16:46,513 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-28 17:16:46,514 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-28 17:16:46,514 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-28 17:16:46,517 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-28 17:16:46,517 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-28 17:16:46,517 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-28 17:16:46,517 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-28 17:16:46,517 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-28 17:16:46,518 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:22:38,272 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:22:38,288 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:22:38,925 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:22:38,977 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:22:38,977 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:22:38,977 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:22:39,343 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:22:39,456 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:22:39,456 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:22:40,051 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:22:40,052 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:22:41,609 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-29 14:22:41,612 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:22:41,612 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:22:41,612 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-29 14:22:41,612 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:22:41,612 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:22:41,613 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:22:41,614 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:22:41,614 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:24:43,475 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:24:43,492 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:24:44,096 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:24:44,144 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:24:44,144 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:24:44,144 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:24:44,484 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:24:44,590 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:24:44,591 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:24:45,138 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:24:45,139 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:24:46,375 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-29 14:24:46,377 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:24:46,377 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:24:46,377 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-29 14:24:46,377 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:24:46,377 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:24:46,377 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:24:46,378 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:28:17,225 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:28:17,239 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:28:17,810 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:28:17,854 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:28:17,854 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:28:17,854 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:28:18,182 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:28:18,282 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:28:18,282 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:28:18,777 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:28:18,778 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:28:19,929 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-29 14:28:19,932 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:28:19,932 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:28:19,932 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-29 14:28:19,932 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:28:19,932 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:28:19,932 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:28:19,932 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:28:19,932 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:28:19,932 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:28:19,932 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:28:19,933 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:28:19,933 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:28:19,933 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:28:19,933 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:28:19,933 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:28:19,933 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:28:19,933 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:28:19,933 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:28:26,062 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:28:26,062 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:28:26,062 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:28:26,062 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:28:26,062 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:28:26,062 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:28:26,062 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:03,915 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:29:03,928 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:29:04,478 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:29:04,522 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:29:04,522 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:29:04,522 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:29:04,843 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:29:04,940 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:29:04,940 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:29:05,443 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:29:05,444 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:29:06,623 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-29 14:29:06,625 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:29:06,625 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:29:06,625 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-29 14:29:06,625 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:29:06,626 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:29:06,627 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:29:06,627 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:29:11,993 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:11,993 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:11,993 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:11,993 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:11,993 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:11,993 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:11,993 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:16,169 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:16,169 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:16,169 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:16,169 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:16,169 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:16,170 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:16,170 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:23,605 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:23,605 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:23,605 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:23,605 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:23,605 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:23,605 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:29:23,605 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:30:57,471 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:30:57,487 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:30:58,075 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:30:58,122 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:30:58,122 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:30:58,122 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:30:58,463 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:30:58,568 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:30:58,569 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:30:59,119 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:30:59,119 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:31:00,356 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-29 14:31:00,358 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:31:00,358 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:31:00,359 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-29 14:31:00,359 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:31:00,359 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:31:00,359 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:31:00,359 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:31:00,359 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:31:00,359 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:31:00,359 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:31:00,359 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:31:00,359 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:31:00,359 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:31:00,360 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:31:00,360 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:31:00,360 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:31:00,360 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:31:00,360 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:35:12,059 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:35:12,064 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:35:12,507 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:35:12,540 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-29 14:35:12,540 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:35:12,540 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:35:12,540 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:35:12,815 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:35:13,004 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:35:13,004 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:35:13,566 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:35:13,567 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:35:13,567 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-29 14:35:13,570 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:35:13,570 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:35:13,570 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-29 14:35:13,570 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:35:13,570 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:35:13,570 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:35:13,571 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:36:08,723 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:36:08,738 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:36:09,345 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:36:09,396 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:36:09,397 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:36:09,397 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:36:09,755 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:36:09,873 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:36:09,873 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:36:10,468 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:36:10,469 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:36:11,873 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-29 14:36:11,875 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:36:11,875 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:36:11,876 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-29 14:36:11,876 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:36:11,876 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:36:11,876 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:36:11,876 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:36:11,876 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:36:11,876 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:36:11,876 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:36:11,877 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:36:11,877 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:36:11,877 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:36:11,877 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:36:11,877 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:36:11,877 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:36:11,877 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:36:11,877 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:36:34,454 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:34,455 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:34,455 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:34,455 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:34,455 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:34,455 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:34,455 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:47,364 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:47,365 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:47,365 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:47,365 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:47,365 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:47,365 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:36:47,365 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:37:16,145 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:37:16,146 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:37:16,146 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:37:16,146 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:37:16,146 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:37:16,146 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:37:16,146 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:38:34,340 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:38:34,345 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:38:34,750 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:38:34,779 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-29 14:38:34,779 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:38:34,779 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:38:34,779 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:38:35,040 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:38:35,211 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:38:35,212 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:38:35,748 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:38:35,749 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:38:35,749 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-29 14:38:35,752 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:38:35,752 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:38:35,752 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-29 14:38:35,752 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:38:35,752 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:38:35,753 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:42:31,615 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:42:31,630 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:42:32,264 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:42:32,312 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:42:32,312 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:42:32,312 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:42:32,665 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:42:32,767 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:42:32,767 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:42:33,313 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:42:33,314 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:42:34,528 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-29 14:42:34,531 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:42:34,531 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:42:34,531 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-29 14:42:34,531 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:42:34,531 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:42:34,531 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:42:34,532 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:42:34,532 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:42:34,532 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:42:34,532 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:42:34,532 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:42:34,532 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:42:34,532 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:42:34,532 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:42:34,532 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:42:34,532 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:42:34,533 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:42:34,533 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:44:27,624 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:44:27,625 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:44:27,626 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:44:27,626 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:44:27,626 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:44:27,626 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:49:49,686 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:49:49,690 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:49:50,100 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:49:50,127 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-29 14:49:50,127 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:49:50,127 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:49:50,127 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:49:50,379 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:49:50,544 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:49:50,544 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:49:51,090 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:49:51,091 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:49:51,091 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-29 14:49:51,094 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:49:51,094 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:49:51,094 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-29 14:49:51,094 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:49:51,095 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:54:22,615 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:54:22,630 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:54:23,376 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:54:23,430 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:54:23,430 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:54:23,430 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:54:23,806 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:54:23,916 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:54:23,916 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:54:24,499 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:54:24,500 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:54:25,918 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-29 14:54:25,921 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:54:25,921 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:54:25,921 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-29 14:54:25,921 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:54:25,921 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:54:25,921 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:54:25,922 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:54:45,790 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:54:45,792 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:54:45,792 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:54:45,792 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:54:45,792 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:54:45,792 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:55:10,396 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:55:10,397 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:55:10,397 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:55:10,397 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:55:10,397 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:55:10,397 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:55:10,397 - opentelemetry.attributes - WARNING - Invalid type NoneType for attribute 'gen_ai.response.system_fingerprint' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:55:10,397 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:56:09,817 - openlit - INFO - Starting openLIT initialization... -2025-07-29 14:56:09,835 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 14:56:10,446 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 14:56:10,493 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 14:56:10,493 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 14:56:10,493 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 14:56:10,841 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 14:56:10,943 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 14:56:10,943 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 14:56:11,487 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 14:56:11,488 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 14:56:12,743 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-29 14:56:12,746 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 14:56:12,746 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 14:56:12,746 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-29 14:56:12,746 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 14:56:12,746 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 14:56:12,746 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 14:56:12,747 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 14:56:42,157 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:56:42,158 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:56:42,158 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:56:42,158 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:56:42,158 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:56:42,158 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:56:42,158 - opentelemetry.attributes - WARNING - Invalid type NoneType for attribute 'gen_ai.response.system_fingerprint' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 14:56:42,158 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-29 15:15:07,007 - opentelemetry.sdk.metrics._internal.export - ERROR - Exception while exporting metrics -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 534, in _make_request - response = conn.getresponse() - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 516, in getresponse - httplib_response = super().getresponse() - ^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/http/client.py", line 1430, in getresponse - response.begin() - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/http/client.py", line 331, in begin - version, status, reason = self._read_status() - ^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/http/client.py", line 292, in _read_status - line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1") - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/socket.py", line 720, in readinto - return self._sock.recv_into(b) - ^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/ssl.py", line 1251, in recv_into - return self.read(nbytes, buffer) - ^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/ssl.py", line 1103, in read - return self._sslobj.read(len, buffer) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -TimeoutError: The read operation timed out - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 667, in send - resp = conn.urlopen( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 841, in urlopen - retries = retries.increment( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/retry.py", line 474, in increment - raise reraise(type(error), error, _stacktrace) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/util.py", line 39, in reraise - raise value - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 787, in urlopen - response = self._make_request( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 536, in _make_request - self._raise_timeout(err=e, url=url, timeout_value=read_timeout) - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 367, in _raise_timeout - raise ReadTimeoutError( -urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Read timed out. (read timeout=10) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/sdk/metrics/_internal/export/__init__.py", line 550, in _receive_metrics - self._exporter.export( - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/metric_exporter/__init__.py", line 222, in export - resp = self._export(serialized_data.SerializeToString()) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/metric_exporter/__init__.py", line 184, in _export - resp = self._session.post( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 637, in post - return self.request("POST", url, data=data, json=json, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 589, in request - resp = self.send(prep, **send_kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 703, in send - r = adapter.send(request, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 713, in send - raise ReadTimeout(e, request=request) -requests.exceptions.ReadTimeout: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Read timed out. (read timeout=10) -2025-07-29 15:16:19,942 - opentelemetry.sdk.metrics._internal.export - ERROR - Exception while exporting metrics -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 534, in _make_request - response = conn.getresponse() - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 516, in getresponse - httplib_response = super().getresponse() - ^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/http/client.py", line 1430, in getresponse - response.begin() - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/http/client.py", line 331, in begin - version, status, reason = self._read_status() - ^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/http/client.py", line 292, in _read_status - line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1") - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/socket.py", line 720, in readinto - return self._sock.recv_into(b) - ^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/ssl.py", line 1251, in recv_into - return self.read(nbytes, buffer) - ^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/ssl.py", line 1103, in read - return self._sslobj.read(len, buffer) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -TimeoutError: The read operation timed out - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 667, in send - resp = conn.urlopen( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 841, in urlopen - retries = retries.increment( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/retry.py", line 474, in increment - raise reraise(type(error), error, _stacktrace) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/util.py", line 39, in reraise - raise value - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 787, in urlopen - response = self._make_request( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 536, in _make_request - self._raise_timeout(err=e, url=url, timeout_value=read_timeout) - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 367, in _raise_timeout - raise ReadTimeoutError( -urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Read timed out. (read timeout=10) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/sdk/metrics/_internal/export/__init__.py", line 550, in _receive_metrics - self._exporter.export( - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/metric_exporter/__init__.py", line 222, in export - resp = self._export(serialized_data.SerializeToString()) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/metric_exporter/__init__.py", line 184, in _export - resp = self._session.post( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 637, in post - return self.request("POST", url, data=data, json=json, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 589, in request - resp = self.send(prep, **send_kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 703, in send - r = adapter.send(request, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 713, in send - raise ReadTimeout(e, request=request) -requests.exceptions.ReadTimeout: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Read timed out. (read timeout=10) -2025-07-29 18:13:18,384 - openlit - INFO - Starting openLIT initialization... -2025-07-29 18:13:18,389 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 18:13:18,402 - openlit.__helpers - ERROR - Unexpected error occurred while fetching pricing info: HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Max retries exceeded with url: /openlit/openlit/main/assets/pricing.json (Caused by NameResolutionError(": Failed to resolve 'raw.githubusercontent.com' ([Errno 8] nodename nor servname provided, or not known)")) -2025-07-29 18:13:18,786 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 18:13:18,815 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-29 18:13:18,815 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 18:13:18,815 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 18:13:18,815 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 18:13:19,077 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 18:13:19,252 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 18:13:19,252 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 18:13:19,813 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 18:13:19,814 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 18:13:19,814 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-29 18:13:19,818 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 18:13:19,818 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 18:13:19,818 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-29 18:13:19,818 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 18:13:19,818 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 18:13:19,818 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 18:13:19,818 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 18:13:19,818 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 18:13:19,818 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 18:13:19,819 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 18:13:19,819 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 18:13:19,819 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 18:13:19,819 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 18:13:19,819 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 18:13:19,819 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 18:13:19,819 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 18:13:19,819 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 18:13:19,819 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 18:13:22,528 - opentelemetry.sdk._shared_internal - ERROR - Exception while exporting Span. -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 198, in _new_conn - sock = connection.create_connection( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/connection.py", line 60, in create_connection - for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/socket.py", line 978, in getaddrinfo - for res in _socket.getaddrinfo(host, port, family, type, proto, flags): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -socket.gaierror: [Errno 8] nodename nor servname provided, or not known - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 787, in urlopen - response = self._make_request( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 488, in _make_request - raise new_e - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 464, in _make_request - self._validate_conn(conn) - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 1093, in _validate_conn - conn.connect() - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 704, in connect - self.sock = sock = self._new_conn() - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 205, in _new_conn - raise NameResolutionError(self.host, self, e) from e -urllib3.exceptions.NameResolutionError: : Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known) - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 667, in send - resp = conn.urlopen( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 841, in urlopen - retries = retries.increment( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/retry.py", line 519, in increment - raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type] - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='telemetry.crewai.com', port=4319): Max retries exceeded with url: /v1/traces (Caused by NameResolutionError(": Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 139, in _export - resp = self._session.post( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 637, in post - return self.request("POST", url, data=data, json=json, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 589, in request - resp = self.send(prep, **send_kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 703, in send - r = adapter.send(request, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 700, in send - raise ConnectionError(e, request=request) -requests.exceptions.ConnectionError: HTTPSConnectionPool(host='telemetry.crewai.com', port=4319): Max retries exceeded with url: /v1/traces (Caused by NameResolutionError(": Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 198, in _new_conn - sock = connection.create_connection( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/connection.py", line 60, in create_connection - for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/socket.py", line 978, in getaddrinfo - for res in _socket.getaddrinfo(host, port, family, type, proto, flags): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -socket.gaierror: [Errno 8] nodename nor servname provided, or not known - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 787, in urlopen - response = self._make_request( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 488, in _make_request - raise new_e - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 464, in _make_request - self._validate_conn(conn) - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 1093, in _validate_conn - conn.connect() - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 704, in connect - self.sock = sock = self._new_conn() - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 205, in _new_conn - raise NameResolutionError(self.host, self, e) from e -urllib3.exceptions.NameResolutionError: : Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known) - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 667, in send - resp = conn.urlopen( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 841, in urlopen - retries = retries.increment( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/retry.py", line 519, in increment - raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type] - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='telemetry.crewai.com', port=4319): Max retries exceeded with url: /v1/traces (Caused by NameResolutionError(": Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/sdk/_shared_internal/__init__.py", line 152, in _export - self._exporter.export( - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 204, in export - return self._export_serialized_spans(serialized_data) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 174, in _export_serialized_spans - resp = self._export(serialized_data) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 147, in _export - resp = self._session.post( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 637, in post - return self.request("POST", url, data=data, json=json, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 589, in request - resp = self.send(prep, **send_kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 703, in send - r = adapter.send(request, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 700, in send - raise ConnectionError(e, request=request) -requests.exceptions.ConnectionError: HTTPSConnectionPool(host='telemetry.crewai.com', port=4319): Max retries exceeded with url: /v1/traces (Caused by NameResolutionError(": Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known)")) -2025-07-29 18:13:22,538 - opentelemetry.sdk._shared_internal - ERROR - Exception while exporting Span. -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 198, in _new_conn - sock = connection.create_connection( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/connection.py", line 60, in create_connection - for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/socket.py", line 978, in getaddrinfo - for res in _socket.getaddrinfo(host, port, family, type, proto, flags): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -socket.gaierror: [Errno 8] nodename nor servname provided, or not known - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 787, in urlopen - response = self._make_request( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 488, in _make_request - raise new_e - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 464, in _make_request - self._validate_conn(conn) - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 1093, in _validate_conn - conn.connect() - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 704, in connect - self.sock = sock = self._new_conn() - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 205, in _new_conn - raise NameResolutionError(self.host, self, e) from e -urllib3.exceptions.NameResolutionError: : Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known) - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 667, in send - resp = conn.urlopen( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 841, in urlopen - retries = retries.increment( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/retry.py", line 519, in increment - raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type] - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Max retries exceeded with url: /api/public/otel/v1/traces (Caused by NameResolutionError(": Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 139, in _export - resp = self._session.post( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 637, in post - return self.request("POST", url, data=data, json=json, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 589, in request - resp = self.send(prep, **send_kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 703, in send - r = adapter.send(request, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 700, in send - raise ConnectionError(e, request=request) -requests.exceptions.ConnectionError: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Max retries exceeded with url: /api/public/otel/v1/traces (Caused by NameResolutionError(": Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 198, in _new_conn - sock = connection.create_connection( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/connection.py", line 60, in create_connection - for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/socket.py", line 978, in getaddrinfo - for res in _socket.getaddrinfo(host, port, family, type, proto, flags): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -socket.gaierror: [Errno 8] nodename nor servname provided, or not known - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 787, in urlopen - response = self._make_request( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 488, in _make_request - raise new_e - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 464, in _make_request - self._validate_conn(conn) - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 1093, in _validate_conn - conn.connect() - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 704, in connect - self.sock = sock = self._new_conn() - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 205, in _new_conn - raise NameResolutionError(self.host, self, e) from e -urllib3.exceptions.NameResolutionError: : Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known) - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 667, in send - resp = conn.urlopen( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 841, in urlopen - retries = retries.increment( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/retry.py", line 519, in increment - raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type] - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Max retries exceeded with url: /api/public/otel/v1/traces (Caused by NameResolutionError(": Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/sdk/_shared_internal/__init__.py", line 152, in _export - self._exporter.export( - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 204, in export - return self._export_serialized_spans(serialized_data) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 174, in _export_serialized_spans - resp = self._export(serialized_data) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 147, in _export - resp = self._session.post( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 637, in post - return self.request("POST", url, data=data, json=json, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 589, in request - resp = self.send(prep, **send_kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 703, in send - r = adapter.send(request, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 700, in send - raise ConnectionError(e, request=request) -requests.exceptions.ConnectionError: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Max retries exceeded with url: /api/public/otel/v1/traces (Caused by NameResolutionError(": Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known)")) -2025-07-29 18:16:02,522 - openlit - INFO - Starting openLIT initialization... -2025-07-29 18:16:02,527 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-29 18:17:41,494 - openlit.__helpers - ERROR - Unexpected error occurred while fetching pricing info: HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Max retries exceeded with url: /openlit/openlit/main/assets/pricing.json (Caused by ConnectTimeoutError(, 'Connection to raw.githubusercontent.com timed out. (connect timeout=20)')) -2025-07-29 18:17:41,918 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-29 18:17:41,951 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-29 18:17:41,951 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-29 18:17:41,951 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-29 18:17:41,951 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-29 18:17:42,223 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-29 18:17:42,406 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-29 18:17:42,406 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-29 18:17:42,971 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-29 18:17:42,972 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-29 18:17:42,973 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-29 18:17:42,976 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-29 18:17:42,977 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-29 18:17:42,977 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-29 18:17:42,977 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-29 18:17:42,977 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-29 18:17:42,977 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-29 18:17:42,977 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-29 18:17:42,977 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-29 18:17:45,682 - opentelemetry.sdk._shared_internal - ERROR - Exception while exporting Span. -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 198, in _new_conn - sock = connection.create_connection( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/connection.py", line 60, in create_connection - for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/socket.py", line 978, in getaddrinfo - for res in _socket.getaddrinfo(host, port, family, type, proto, flags): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -socket.gaierror: [Errno 8] nodename nor servname provided, or not known - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 787, in urlopen - response = self._make_request( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 488, in _make_request - raise new_e - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 464, in _make_request - self._validate_conn(conn) - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 1093, in _validate_conn - conn.connect() - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 704, in connect - self.sock = sock = self._new_conn() - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 205, in _new_conn - raise NameResolutionError(self.host, self, e) from e -urllib3.exceptions.NameResolutionError: : Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known) - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 667, in send - resp = conn.urlopen( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 841, in urlopen - retries = retries.increment( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/retry.py", line 519, in increment - raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type] - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='telemetry.crewai.com', port=4319): Max retries exceeded with url: /v1/traces (Caused by NameResolutionError(": Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 139, in _export - resp = self._session.post( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 637, in post - return self.request("POST", url, data=data, json=json, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 589, in request - resp = self.send(prep, **send_kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 703, in send - r = adapter.send(request, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 700, in send - raise ConnectionError(e, request=request) -requests.exceptions.ConnectionError: HTTPSConnectionPool(host='telemetry.crewai.com', port=4319): Max retries exceeded with url: /v1/traces (Caused by NameResolutionError(": Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 198, in _new_conn - sock = connection.create_connection( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/connection.py", line 60, in create_connection - for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/socket.py", line 978, in getaddrinfo - for res in _socket.getaddrinfo(host, port, family, type, proto, flags): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -socket.gaierror: [Errno 8] nodename nor servname provided, or not known - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 787, in urlopen - response = self._make_request( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 488, in _make_request - raise new_e - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 464, in _make_request - self._validate_conn(conn) - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 1093, in _validate_conn - conn.connect() - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 704, in connect - self.sock = sock = self._new_conn() - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 205, in _new_conn - raise NameResolutionError(self.host, self, e) from e -urllib3.exceptions.NameResolutionError: : Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known) - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 667, in send - resp = conn.urlopen( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 841, in urlopen - retries = retries.increment( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/retry.py", line 519, in increment - raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type] - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='telemetry.crewai.com', port=4319): Max retries exceeded with url: /v1/traces (Caused by NameResolutionError(": Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/sdk/_shared_internal/__init__.py", line 152, in _export - self._exporter.export( - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 204, in export - return self._export_serialized_spans(serialized_data) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 174, in _export_serialized_spans - resp = self._export(serialized_data) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 147, in _export - resp = self._session.post( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 637, in post - return self.request("POST", url, data=data, json=json, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 589, in request - resp = self.send(prep, **send_kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 703, in send - r = adapter.send(request, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 700, in send - raise ConnectionError(e, request=request) -requests.exceptions.ConnectionError: HTTPSConnectionPool(host='telemetry.crewai.com', port=4319): Max retries exceeded with url: /v1/traces (Caused by NameResolutionError(": Failed to resolve 'telemetry.crewai.com' ([Errno 8] nodename nor servname provided, or not known)")) -2025-07-29 18:17:45,691 - opentelemetry.sdk._shared_internal - ERROR - Exception while exporting Span. -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 198, in _new_conn - sock = connection.create_connection( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/connection.py", line 60, in create_connection - for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/socket.py", line 978, in getaddrinfo - for res in _socket.getaddrinfo(host, port, family, type, proto, flags): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -socket.gaierror: [Errno 8] nodename nor servname provided, or not known - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 787, in urlopen - response = self._make_request( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 488, in _make_request - raise new_e - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 464, in _make_request - self._validate_conn(conn) - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 1093, in _validate_conn - conn.connect() - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 704, in connect - self.sock = sock = self._new_conn() - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 205, in _new_conn - raise NameResolutionError(self.host, self, e) from e -urllib3.exceptions.NameResolutionError: : Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known) - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 667, in send - resp = conn.urlopen( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 841, in urlopen - retries = retries.increment( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/retry.py", line 519, in increment - raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type] - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Max retries exceeded with url: /api/public/otel/v1/traces (Caused by NameResolutionError(": Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 139, in _export - resp = self._session.post( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 637, in post - return self.request("POST", url, data=data, json=json, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 589, in request - resp = self.send(prep, **send_kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 703, in send - r = adapter.send(request, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 700, in send - raise ConnectionError(e, request=request) -requests.exceptions.ConnectionError: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Max retries exceeded with url: /api/public/otel/v1/traces (Caused by NameResolutionError(": Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 198, in _new_conn - sock = connection.create_connection( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/connection.py", line 60, in create_connection - for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/opt/homebrew/Cellar/python@3.12/3.12.9/Frameworks/Python.framework/Versions/3.12/lib/python3.12/socket.py", line 978, in getaddrinfo - for res in _socket.getaddrinfo(host, port, family, type, proto, flags): - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -socket.gaierror: [Errno 8] nodename nor servname provided, or not known - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 787, in urlopen - response = self._make_request( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 488, in _make_request - raise new_e - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 464, in _make_request - self._validate_conn(conn) - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 1093, in _validate_conn - conn.connect() - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 704, in connect - self.sock = sock = self._new_conn() - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connection.py", line 205, in _new_conn - raise NameResolutionError(self.host, self, e) from e -urllib3.exceptions.NameResolutionError: : Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known) - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 667, in send - resp = conn.urlopen( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/connectionpool.py", line 841, in urlopen - retries = retries.increment( - ^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/urllib3/util/retry.py", line 519, in increment - raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type] - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Max retries exceeded with url: /api/public/otel/v1/traces (Caused by NameResolutionError(": Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known)")) - -During handling of the above exception, another exception occurred: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/sdk/_shared_internal/__init__.py", line 152, in _export - self._exporter.export( - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 204, in export - return self._export_serialized_spans(serialized_data) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 174, in _export_serialized_spans - resp = self._export(serialized_data) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/opentelemetry/exporter/otlp/proto/http/trace_exporter/__init__.py", line 147, in _export - resp = self._session.post( - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 637, in post - return self.request("POST", url, data=data, json=json, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 589, in request - resp = self.send(prep, **send_kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/sessions.py", line 703, in send - r = adapter.send(request, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/.venv/lib/python3.12/site-packages/requests/adapters.py", line 700, in send - raise ConnectionError(e, request=request) -requests.exceptions.ConnectionError: HTTPSConnectionPool(host='cloud.langfuse.com', port=443): Max retries exceeded with url: /api/public/otel/v1/traces (Caused by NameResolutionError(": Failed to resolve 'cloud.langfuse.com' ([Errno 8] nodename nor servname provided, or not known)")) -2025-07-31 12:35:00,314 - openlit - INFO - Starting openLIT initialization... -2025-07-31 12:35:00,331 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-31 12:35:01,077 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-31 12:35:01,133 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-31 12:35:01,133 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-31 12:35:01,133 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-31 12:35:01,543 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-31 12:35:01,667 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-31 12:35:01,667 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-31 12:35:02,331 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-31 12:35:02,332 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-31 12:35:03,875 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-31 12:35:03,878 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-31 12:35:03,878 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-31 12:35:03,879 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-31 12:35:03,879 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-31 12:35:03,879 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-31 12:35:03,879 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-31 12:35:03,879 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-31 12:35:03,880 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-31 12:35:48,088 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:35:48,088 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:35:48,088 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:35:48,088 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:35:48,088 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:35:48,088 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:35:48,088 - opentelemetry.attributes - WARNING - Invalid type NoneType for attribute 'gen_ai.response.system_fingerprint' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:35:48,088 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:36:07,264 - openlit - INFO - Starting openLIT initialization... -2025-07-31 12:36:07,279 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-31 12:36:07,908 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-31 12:36:08,000 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-31 12:36:08,000 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-31 12:36:08,000 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-31 12:36:08,433 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-31 12:36:08,552 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-31 12:36:08,552 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-31 12:36:09,134 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-31 12:36:09,136 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-31 12:36:10,449 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-31 12:36:10,452 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-31 12:36:10,452 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-31 12:36:10,452 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-31 12:36:10,452 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-31 12:36:10,452 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-31 12:36:10,453 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-31 12:36:10,453 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-31 12:36:10,453 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-31 12:36:10,453 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-31 12:36:10,453 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-31 12:36:10,453 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-31 12:36:10,453 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-31 12:36:10,453 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-31 12:36:10,453 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-31 12:36:10,453 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-31 12:36:10,454 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-31 12:36:10,454 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-31 12:36:10,454 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-31 12:42:09,278 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:42:09,279 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:42:09,279 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:42:09,279 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:42:09,279 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:42:09,279 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:42:09,279 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:47:30,194 - openlit.instrumentation.openai.async_openai - ERROR - Error in trace creation: 'content' -2025-07-31 12:48:24,829 - openlit - INFO - Starting openLIT initialization... -2025-07-31 12:48:24,847 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-31 12:48:25,660 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-31 12:48:25,712 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-31 12:48:25,712 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-31 12:48:25,712 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-31 12:48:26,087 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-31 12:48:26,247 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-31 12:48:26,247 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-31 12:48:26,849 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-31 12:48:26,850 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-31 12:48:28,315 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-31 12:48:28,318 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-31 12:48:28,318 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-31 12:48:28,319 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-31 12:48:28,319 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-31 12:48:28,319 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-31 12:48:28,319 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-31 12:48:28,319 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-31 12:48:28,319 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-31 12:48:28,319 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-31 12:48:28,319 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-31 12:48:28,319 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-31 12:48:28,319 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-31 12:48:28,320 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-31 12:48:28,320 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-31 12:48:28,320 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-31 12:48:28,320 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-31 12:48:28,320 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-31 12:48:28,320 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-31 12:53:48,928 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:53:48,930 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:53:48,930 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:53:48,930 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:53:48,930 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:53:48,930 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:53:48,930 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:58:46,669 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:58:46,670 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:58:46,670 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:58:46,670 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:58:46,670 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:58:46,670 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 12:58:46,670 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 13:04:04,130 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.seed' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 13:04:04,131 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.frequency_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 13:04:04,132 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.presence_penalty' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 13:04:04,132 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.stop_sequences' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 13:04:04,132 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.top_p' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 13:04:04,132 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.service_tier' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 13:04:04,132 - opentelemetry.attributes - WARNING - Invalid type NotGiven for attribute 'gen_ai.request.user' value. Expected one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types -2025-07-31 13:09:42,758 - openlit.instrumentation.openai.async_openai - ERROR - Error in trace creation: 'content' -2025-07-31 17:02:47,598 - openlit - INFO - Starting openLIT initialization... -2025-07-31 17:02:47,613 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-31 17:02:48,239 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-31 17:02:48,292 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-31 17:02:48,292 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-31 17:02:48,292 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-31 17:02:48,658 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-31 17:02:48,776 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-31 17:02:48,776 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-31 17:02:49,388 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-31 17:02:49,389 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-31 17:02:51,186 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-31 17:02:51,188 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-31 17:02:51,188 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-31 17:02:51,189 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-31 17:02:51,189 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-31 17:02:51,189 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-31 17:02:51,189 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-31 17:02:51,189 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-31 17:02:51,189 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-31 17:02:51,189 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-31 17:02:51,189 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-31 17:02:51,190 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-31 17:02:51,190 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-31 17:02:51,190 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-31 17:02:51,190 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-31 17:02:51,190 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-31 17:02:51,190 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-31 17:02:51,190 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-31 17:02:51,190 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-31 17:03:07,672 - openlit - INFO - Starting openLIT initialization... -2025-07-31 17:03:07,688 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-31 17:03:08,644 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-31 17:03:08,687 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-31 17:03:08,687 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-31 17:03:08,687 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-31 17:03:09,021 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-31 17:03:09,132 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-31 17:03:09,132 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-31 17:03:09,697 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-31 17:03:09,698 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-31 17:03:11,016 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-31 17:03:11,018 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-31 17:03:11,018 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-31 17:03:11,019 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-31 17:03:11,019 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-31 17:03:11,019 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-31 17:03:11,019 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-31 17:03:11,019 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-31 17:03:11,019 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-31 17:03:11,019 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-31 17:03:11,019 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-31 17:03:11,019 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-31 17:03:11,019 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-31 17:03:11,019 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-31 17:03:11,020 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-31 17:03:11,020 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-31 17:03:11,020 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-31 17:03:11,020 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-31 17:03:11,020 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-31 17:03:11,983 - __main__ - INFO - Loaded 1 texts from logs/example_1.txt -2025-07-31 17:03:11,983 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-31 17:03:11,983 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-31 17:03:11,983 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-31 17:03:11,983 - __main__ - INFO - - Preprocessing: False -2025-07-31 17:03:11,983 - __main__ - INFO - - Line numbers: False -2025-07-31 17:03:11,983 - __main__ - INFO - Processing batch of 1 texts -2025-07-31 17:03:11,983 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-31 17:03:11,983 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-31 17:03:11,983 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-31 17:03:11,983 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 8852 characters -2025-07-31 17:03:11,983 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-31 17:03:11,989 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-31 17:03:11,993 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: crewai_execution (confidence: 0.90) -2025-07-31 17:03:12,687 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-31 17:03:12,689 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-31 17:03:12,689 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 175 lines, starting from line 1 -2025-07-31 17:03:12,689 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-31 17:03:12,690 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-31 17:03:12,690 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-31 17:03:12,690 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-31 17:03:12,690 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-31 17:03:12,690 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-31 17:03:12,690 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-31 17:03:12,691 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-31 17:03:12,691 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-31 17:03:12,691 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-31 17:03:12,691 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-31 17:03:12,691 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-31 17:03:12,691 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-31 17:03:12,691 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-31 17:03:12,703 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-31 17:03:12,704 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-31 17:03:12,704 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-31 17:03:12,704 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-31 17:04:16,182 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-31 17:04:16,183 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 5, 'entities_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-31 17:04:16,184 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 6, 'relations_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-31 17:04:16,184 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 5 entities and 6 relations -2025-07-31 17:04:16,185 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-31 17:04:16,185 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-31 17:04:16,185 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-31 17:04:16,185 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 5 entities and 6 relations -2025-07-31 17:10:02,530 - openlit - INFO - Starting openLIT initialization... -2025-07-31 17:10:02,545 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-31 17:10:03,248 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-31 17:10:03,298 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-31 17:10:03,298 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-31 17:10:03,298 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-31 17:10:03,654 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-31 17:10:03,760 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-31 17:10:03,760 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-31 17:10:04,341 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-31 17:10:04,342 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-31 17:10:05,889 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-31 17:10:05,891 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-31 17:10:05,892 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-31 17:10:05,892 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-31 17:10:05,892 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-31 17:10:05,892 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-31 17:10:05,892 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-31 17:10:05,892 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-31 17:10:05,893 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-31 17:10:07,010 - __main__ - INFO - Loaded 1 texts from logs/example_1.txt -2025-07-31 17:10:07,010 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-31 17:10:07,010 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-31 17:10:07,010 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-31 17:10:07,010 - __main__ - INFO - - Preprocessing: False -2025-07-31 17:10:07,010 - __main__ - INFO - - Line numbers: False -2025-07-31 17:10:07,010 - __main__ - INFO - Processing batch of 1 texts -2025-07-31 17:10:07,010 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-31 17:10:07,010 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-31 17:10:07,010 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-31 17:10:07,010 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 8852 characters -2025-07-31 17:10:07,010 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-31 17:10:07,016 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-31 17:10:07,020 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: crewai_execution (confidence: 0.90) -2025-07-31 17:10:07,573 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-31 17:10:07,575 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-31 17:10:07,576 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 175 lines, starting from line 1 -2025-07-31 17:10:07,576 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-31 17:10:07,576 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-31 17:10:07,576 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-31 17:10:07,576 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-31 17:10:07,576 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-31 17:10:07,576 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-31 17:10:07,576 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-31 17:10:07,578 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-31 17:10:07,578 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-31 17:10:07,578 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-31 17:10:07,578 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-31 17:10:07,578 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-31 17:10:07,578 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-31 17:10:07,578 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-31 17:10:07,589 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-31 17:10:07,590 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-31 17:10:07,590 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-31 17:10:07,590 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-31 17:11:08,933 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-31 17:11:08,934 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 5, 'entities_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-31 17:11:08,935 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 7, 'relations_with_refs': 4, 'successful_resolutions': 4, 'failed_resolutions': 0} -2025-07-31 17:11:08,935 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 5 entities and 7 relations -2025-07-31 17:11:08,935 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-31 17:11:08,935 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-31 17:11:08,936 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-31 17:11:08,936 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 5 entities and 7 relations -2025-07-31 17:17:21,808 - openlit - INFO - Starting openLIT initialization... -2025-07-31 17:17:21,824 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-31 17:17:22,601 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-31 17:17:22,652 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-31 17:17:22,652 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-31 17:17:22,652 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-31 17:17:23,025 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-31 17:17:23,136 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-31 17:17:23,136 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-31 17:17:23,725 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-31 17:17:23,725 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-31 17:17:25,089 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-31 17:17:25,091 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-31 17:17:25,091 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-31 17:17:25,092 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-31 17:17:25,092 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-31 17:17:25,092 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-31 17:17:25,092 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-31 17:17:25,092 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-31 17:17:25,092 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-31 17:17:25,092 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-31 17:17:25,092 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-31 17:17:25,092 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-31 17:17:25,092 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-31 17:17:25,092 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-31 17:17:25,093 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-31 17:17:25,093 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-31 17:17:25,093 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-31 17:17:25,093 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-31 17:17:25,093 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-31 17:17:26,041 - __main__ - INFO - Loaded 1 texts from logs/example_1.txt -2025-07-31 17:17:26,041 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-31 17:17:26,041 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-31 17:17:26,041 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-31 17:17:26,041 - __main__ - INFO - - Preprocessing: False -2025-07-31 17:17:26,041 - __main__ - INFO - - Line numbers: False -2025-07-31 17:17:26,041 - __main__ - INFO - Processing batch of 1 texts -2025-07-31 17:17:26,041 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-31 17:17:26,041 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-31 17:17:26,041 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-31 17:17:26,041 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 8852 characters -2025-07-31 17:17:26,041 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-31 17:17:26,047 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-31 17:17:26,051 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: crewai_execution (confidence: 0.90) -2025-07-31 17:17:26,565 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-31 17:17:26,567 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-31 17:17:26,568 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 175 lines, starting from line 1 -2025-07-31 17:17:26,568 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-31 17:17:26,568 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-31 17:17:26,568 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-31 17:17:26,568 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-31 17:17:26,568 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-31 17:17:26,568 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-31 17:17:26,568 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-31 17:17:26,570 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-31 17:17:26,570 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-31 17:17:26,570 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-31 17:17:26,570 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-31 17:17:26,570 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-31 17:17:26,570 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-31 17:17:26,570 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-31 17:17:26,579 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-31 17:17:26,580 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-31 17:17:26,580 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-31 17:17:26,580 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-31 17:20:05,281 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-31 17:20:05,282 - agentgraph.extraction.graph_processing.knowledge_graph_processor - WARNING - Failed to resolve content references for window 0: 1 validation error for Entity -type - Input should be 'Agent', 'Task', 'Tool', 'Input', 'Output' or 'Human' [type=literal_error, input_value='Crew', input_type=str] - For further information visit https://errors.pydantic.dev/2.11/v/literal_error -2025-07-31 17:20:05,282 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-31 17:20:05,282 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-31 17:20:05,282 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-31 17:20:05,282 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 7 entities and 7 relations -2025-07-31 17:24:03,556 - openlit - INFO - Starting openLIT initialization... -2025-07-31 17:24:03,573 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-31 17:24:04,232 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-31 17:24:04,288 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-31 17:24:04,289 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-31 17:24:04,289 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-31 17:24:04,663 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-31 17:24:04,777 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-31 17:24:04,777 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-31 17:24:05,376 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-31 17:24:05,377 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-31 17:24:06,759 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-31 17:24:06,761 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-31 17:24:06,762 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-31 17:24:06,762 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-31 17:24:06,762 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-31 17:24:06,762 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-31 17:24:06,762 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-31 17:24:06,762 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-31 17:24:06,762 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-31 17:24:06,763 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-31 17:24:06,763 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-31 17:24:06,763 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-31 17:24:06,763 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-31 17:24:06,763 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-31 17:24:06,763 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-31 17:24:06,763 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-31 17:24:06,763 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-31 17:24:06,763 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-31 17:24:06,763 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-31 17:24:07,907 - __main__ - INFO - Loaded 1 texts from logs/example_1.txt -2025-07-31 17:24:07,907 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-31 17:24:07,907 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-31 17:24:07,907 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-31 17:24:07,907 - __main__ - INFO - - Preprocessing: False -2025-07-31 17:24:07,907 - __main__ - INFO - - Line numbers: False -2025-07-31 17:24:07,907 - __main__ - INFO - Processing batch of 1 texts -2025-07-31 17:24:07,907 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-31 17:24:07,907 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-31 17:24:07,907 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-31 17:24:07,907 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 8852 characters -2025-07-31 17:24:07,907 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-31 17:24:07,913 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-31 17:24:07,917 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: crewai_execution (confidence: 0.90) -2025-07-31 17:24:08,408 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-31 17:24:08,410 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-31 17:24:08,411 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 175 lines, starting from line 1 -2025-07-31 17:24:08,411 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-31 17:24:08,411 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-31 17:24:08,411 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-31 17:24:08,411 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-31 17:24:08,411 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-31 17:24:08,411 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-31 17:24:08,411 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-31 17:24:08,413 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-31 17:24:08,413 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-31 17:24:08,413 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-31 17:24:08,413 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-31 17:24:08,413 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-31 17:24:08,413 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-31 17:24:08,413 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-31 17:24:08,423 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-31 17:24:08,424 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-31 17:24:08,424 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-31 17:24:08,424 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-31 17:27:53,945 - openlit - INFO - Starting openLIT initialization... -2025-07-31 17:27:53,961 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-31 17:27:54,547 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-31 17:27:54,595 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-31 17:27:54,595 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-31 17:27:54,595 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-31 17:27:55,030 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-31 17:27:55,136 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-31 17:27:55,136 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-31 17:27:55,708 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-31 17:27:55,708 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-31 17:27:57,272 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-31 17:27:57,274 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-31 17:27:57,275 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-31 17:27:57,275 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-31 17:27:57,275 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-31 17:27:57,275 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-31 17:27:57,275 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-31 17:27:57,275 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-31 17:27:57,275 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-31 17:27:57,275 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-31 17:27:57,275 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-31 17:27:57,275 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-31 17:27:57,276 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-31 17:27:57,276 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-31 17:27:57,276 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-31 17:27:57,276 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-31 17:27:57,276 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-31 17:27:57,276 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-31 17:27:57,276 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-31 17:27:58,261 - __main__ - INFO - Loaded 1 texts from logs/example_1.txt -2025-07-31 17:27:58,262 - agentgraph.input.text_processing.chunking_service - INFO - ChunkingService initialized with batch_size=3, model=gpt-4o-mini -2025-07-31 17:27:58,262 - __main__ - INFO - Initialized BatchKGExtractor: -2025-07-31 17:27:58,262 - __main__ - INFO - - Model: gpt-4o-mini, Method: production -2025-07-31 17:27:58,262 - __main__ - INFO - - Preprocessing: False -2025-07-31 17:27:58,262 - __main__ - INFO - - Line numbers: False -2025-07-31 17:27:58,262 - __main__ - INFO - Processing batch of 1 texts -2025-07-31 17:27:58,262 - __main__ - INFO - Processing text 1/1: text_0 -2025-07-31 17:27:58,262 - __main__ - INFO - Processing text text_0 (format: auto) -2025-07-31 17:27:58,262 - agentgraph.input.text_processing.chunking_service - INFO - Chunking trace content with agent_semantic splitter -2025-07-31 17:27:58,262 - agentgraph.input.text_processing.chunking_service - INFO - Content length: 8852 characters -2025-07-31 17:27:58,262 - agentgraph.input.text_processing.chunking_service - INFO - Using provided parameters: window_size=350000, overlap_size=17500 -2025-07-31 17:27:58,268 - agentgraph.input.text_processing.chunking_service - INFO - Created AgentAwareSemanticSplitter with window_size=350000, overlap_ratio=0.05 -2025-07-31 17:27:58,272 - agentgraph.input.content_analysis.semantic_analyzer - INFO - Detected agent trace type: crewai_execution (confidence: 0.90) -2025-07-31 17:27:58,758 - agentgraph.input.text_processing.chunking_service - INFO - Applied rule-based line splitting to 1 chunks (max_line_length=800) -2025-07-31 17:27:58,759 - agentgraph.input.text_processing.chunking_service - INFO - Assigning global line numbers to 1 chunks -2025-07-31 17:27:58,760 - agentgraph.input.text_processing.trace_line_processor - INFO - Added line numbers to 175 lines, starting from line 1 -2025-07-31 17:27:58,760 - agentgraph.input.text_processing.chunking_service - INFO - Successfully assigned global line numbers to all chunks -2025-07-31 17:27:58,760 - agentgraph.input.text_processing.chunking_service - INFO - Split content into 1 chunks using agent_semantic splitter -2025-07-31 17:27:58,760 - agentgraph.input.text_processing.chunking_service - INFO - Parameters used: window_size=350000, overlap_size=17500 -2025-07-31 17:27:58,760 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context enhancement complete: 0 total documents -2025-07-31 17:27:58,760 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - SlidingWindowMonitor initialized with model: gpt-4o-mini, method: production -2025-07-31 17:27:58,760 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Context documents: 0 provided -2025-07-31 17:27:58,761 - agentgraph.extraction.graph_utilities.knowledge_graph_merger - INFO - KnowledgeGraphMerger initialized with model: gpt-4o-mini -2025-07-31 17:27:58,763 - __main__ - INFO - Extracting knowledge graph from 1 chunks -2025-07-31 17:27:58,763 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks (splitter: agent_semantic, window_size=350000, overlap=0) -2025-07-31 17:27:58,763 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided source trace ID: text_0 -2025-07-31 17:27:58,763 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using provided processing run ID: batch_text_0 -2025-07-31 17:27:58,763 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks -2025-07-31 17:27:58,763 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Using parallel processing with batch size 3 (1 batches) -2025-07-31 17:27:58,763 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 windows in 1 batches -2025-07-31 17:27:58,774 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing 1 chunks in 1 sub-batches (max 1 concurrent per sub-batch) -2025-07-31 17:27:58,774 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing window 0 -2025-07-31 17:27:58,774 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - 🤖 Starting async_crew extraction for window 0 with method: production using model: gpt-4o-mini -2025-07-31 17:27:58,774 - agentgraph.methods.production.multi_agent_knowledge_extractor - INFO - Creating agent monitoring crew with model: gpt-4o-mini -2025-07-31 17:28:50,554 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Result Generated (production method) -2025-07-31 17:28:50,556 - agentgraph.reconstruction.content_reference_resolver - INFO - Entity prompt resolution stats: {'total_entities': 6, 'entities_with_refs': 6, 'successful_resolutions': 6, 'failed_resolutions': 0} -2025-07-31 17:28:50,556 - agentgraph.reconstruction.content_reference_resolver - INFO - Relation prompt resolution stats: {'total_relations': 7, 'relations_with_refs': 5, 'successful_resolutions': 5, 'failed_resolutions': 0} -2025-07-31 17:28:50,557 - agentgraph.reconstruction.content_reference_resolver - INFO - Resolved content references for knowledge graph with 6 entities and 7 relations -2025-07-31 17:28:50,557 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Preparing window knowledge graphs with metadata -2025-07-31 17:28:50,557 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Merging knowledge graphs... -2025-07-31 17:28:50,557 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Only one knowledge graph generated, skipping merge process -2025-07-31 17:28:50,557 - agentgraph.extraction.graph_processing.knowledge_graph_processor - INFO - Processing complete. Knowledge graph generated with 6 entities and 7 relations -2025-08-03 23:34:00,375 - openlit - INFO - Starting openLIT initialization... -2025-08-03 23:34:00,392 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-03 23:34:00,998 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-03 23:34:01,047 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-03 23:34:01,047 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-03 23:34:01,047 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-03 23:34:01,399 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-03 23:34:01,504 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-03 23:34:01,504 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-03 23:34:02,082 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-03 23:34:02,083 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-03 23:34:03,396 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-03 23:34:03,399 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-03 23:34:03,399 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-03 23:34:03,399 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-03 23:34:03,399 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-03 23:34:03,399 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-03 23:34:03,399 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-03 23:34:03,399 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-03 23:34:03,400 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-04 01:34:31,260 - openlit - INFO - Starting openLIT initialization... -2025-08-04 01:34:31,275 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-04 01:34:31,916 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-04 01:34:31,962 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-04 01:34:31,963 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-04 01:34:31,963 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-04 01:34:32,522 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-04 01:34:32,785 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-04 01:34:32,785 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-04 01:34:33,852 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-04 01:34:33,855 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-04 01:34:35,252 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-04 01:34:35,254 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-04 01:34:35,254 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-04 01:34:35,255 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-04 01:34:35,255 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-04 01:34:35,255 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-04 01:34:35,255 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-04 01:34:35,255 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-04 01:34:35,255 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-04 01:34:35,255 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-04 01:34:35,255 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-04 01:34:35,255 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-04 01:34:35,255 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-04 01:34:35,256 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-04 01:34:35,256 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-04 01:34:35,256 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-04 01:34:35,256 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-04 01:34:35,256 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-04 01:34:35,256 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-04 01:34:36,112 - agentgraph.reconstruction.prompt_reconstructor - INFO - Successfully initialized PromptReconstructor with 3 entities and 2 relations -2025-08-04 02:19:35,586 - openlit - INFO - Starting openLIT initialization... -2025-08-04 02:19:35,608 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-04 02:19:36,342 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-04 02:19:36,406 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-04 02:19:36,406 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-04 02:19:36,406 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-04 02:19:36,853 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-04 02:19:36,993 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-04 02:19:36,993 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-04 02:19:37,703 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-04 02:19:37,704 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-04 02:19:39,432 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-04 02:19:39,435 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-04 02:19:39,435 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-04 02:19:39,436 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-04 02:19:39,436 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-04 02:19:39,436 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-04 02:19:39,436 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-04 02:19:39,436 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-04 02:19:39,436 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-04 02:19:39,437 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-04 02:19:39,437 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-04 02:19:39,437 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-04 02:19:39,437 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-04 02:19:39,437 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-04 02:19:39,437 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-04 02:19:39,437 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-04 02:19:39,437 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-04 02:19:39,438 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-04 02:19:39,438 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-04 02:19:40,501 - agentgraph.reconstruction.prompt_reconstructor - INFO - Successfully initialized PromptReconstructor with 2 entities and 1 relations -2025-08-04 02:41:36,938 - openlit - INFO - Starting openLIT initialization... -2025-08-04 02:41:36,959 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-04 02:41:37,708 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-04 02:41:37,767 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-04 02:41:37,767 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-04 02:41:37,767 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-04 02:41:38,089 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-04 02:41:38,093 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-04 02:41:38,093 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-04 02:41:38,096 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-04 02:41:38,097 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-04 02:41:39,577 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-04 02:41:39,580 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-04 02:41:39,580 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-04 02:41:39,580 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-04 02:41:39,580 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-04 02:41:39,580 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-04 02:41:39,580 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-04 02:41:39,581 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-04 02:41:39,581 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-04 02:41:39,581 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-04 02:41:39,581 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-04 02:41:39,581 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-04 02:41:39,581 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-04 02:41:39,581 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-04 02:41:39,581 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-04 02:41:39,582 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-04 02:41:39,582 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-04 02:41:39,582 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-04 02:41:39,582 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-04 02:41:40,725 - alembic.runtime.migration - INFO - Context impl SQLiteImpl. -2025-08-04 02:41:40,726 - alembic.runtime.migration - INFO - Will assume non-transactional DDL. -2025-08-04 02:41:40,732 - agentgraph.reconstruction.rag_prompt_reconstructor - ERROR - Failed to initialize RAG tool: EmbedChain.add() missing 1 required positional argument: 'source' -2025-08-04 02:41:40,734 - agentgraph.reconstruction.prompt_reconstructor - INFO - Successfully initialized PromptReconstructor with 4 entities and 3 relations -2025-08-04 02:42:04,829 - openlit - INFO - Starting openLIT initialization... -2025-08-04 02:42:04,850 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-04 02:42:05,513 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-04 02:42:05,566 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-04 02:42:05,566 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-04 02:42:05,566 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-04 02:42:05,856 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-04 02:42:05,859 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-04 02:42:05,859 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-04 02:42:05,861 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-04 02:42:05,862 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-04 02:42:06,988 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-04 02:42:06,991 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-04 02:42:06,991 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-04 02:42:06,991 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-04 02:42:06,991 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-04 02:42:06,992 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-04 02:42:06,992 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-04 02:42:06,992 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-04 02:42:06,992 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-04 02:42:06,992 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-04 02:42:06,992 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-04 02:42:06,992 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-04 02:42:06,992 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-04 02:42:06,992 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-04 02:42:06,993 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-04 02:42:06,993 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-04 02:42:06,993 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-04 02:42:06,993 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-04 02:42:06,993 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-04 02:42:08,004 - alembic.runtime.migration - INFO - Context impl SQLiteImpl. -2025-08-04 02:42:08,005 - alembic.runtime.migration - INFO - Will assume non-transactional DDL. -2025-08-04 02:42:08,016 - embedchain.embedchain - INFO - Invalid data_type: 'file', using `custom` instead. - Check docs to pass the valid data type: `https://docs.embedchain.ai/data-sources/overview` -2025-08-04 02:42:08,016 - agentgraph.reconstruction.rag_prompt_reconstructor - ERROR - Failed to initialize RAG tool: Cant find the loader for DataType.CUSTOM. We recommend to pass the loader to use data_type: DataType.CUSTOM, check `https://docs.embedchain.ai/data-sources/overview`. -2025-08-04 02:42:08,018 - agentgraph.reconstruction.prompt_reconstructor - INFO - Successfully initialized PromptReconstructor with 4 entities and 3 relations -2025-08-04 02:42:34,783 - openlit - INFO - Starting openLIT initialization... -2025-08-04 02:42:34,803 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-04 02:42:35,466 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-04 02:42:35,518 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-04 02:42:35,519 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-04 02:42:35,519 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-04 02:42:35,809 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-04 02:42:35,812 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-04 02:42:35,812 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-04 02:42:35,815 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-04 02:42:35,815 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-04 02:42:36,949 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-04 02:42:36,951 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-04 02:42:36,951 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-04 02:42:36,952 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-04 02:42:36,952 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-04 02:42:36,952 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-04 02:42:36,952 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-04 02:42:36,952 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-04 02:42:36,952 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-04 02:42:36,952 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-04 02:42:36,953 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-04 02:42:36,953 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-04 02:42:36,953 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-04 02:42:36,953 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-04 02:42:36,953 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-04 02:42:36,953 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-04 02:42:36,953 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-04 02:42:36,954 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-04 02:42:36,954 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-04 02:42:37,901 - alembic.runtime.migration - INFO - Context impl SQLiteImpl. -2025-08-04 02:42:37,901 - alembic.runtime.migration - INFO - Will assume non-transactional DDL. -2025-08-04 02:42:37,908 - embedchain.chunkers.base_chunker - INFO - Skipping chunks smaller than 1 characters -2025-08-04 02:42:39,796 - embedchain.embedchain - INFO - Successfully saved === INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You (DataType.TEXT). New chunks count: 166 -2025-08-04 02:42:39,802 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Successfully initialized RAG tool with trace content -2025-08-04 02:42:39,804 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Initialized RagPromptReconstructor with 4 entities and 3 relations -2025-08-04 02:42:44,986 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -=== INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You organize the plan and the tasks. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: | Tool Description: Delegate a specific task to one of the following coworkers: Thinker | Tool Description: Ask a specific question to one of the following coworkers: Thinker ----------------------- - -Query: User Task Query Organizer Agent -Answer: - -2025-08-04 02:42:51,278 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Action: Search in a specific website -Action Input: {"search_query":"snow with 3 legs","website":"https://www.google.com"} -Observation: Relevant Content: | Thought: -assistant: Action: Search in a specific website -Action Input: {"search_query":"haiku about snow with 3 legs","website":"https://www.haiku-studio.com"} -Observation: Relevant Content: | Tool Description: A tool that can be used to semantic search a query from a specific URL content. ----------------------- - -Query: Organizer Agent Search in a specific website, uses Search in a specific website, interaction between Organizer Agent and Search in a specific website -Answer: - -2025-08-04 02:42:56,344 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -=== INPUT === -['capital of the moon'] - -=== INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You organize the plan and the tasks. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: | assistant: Thought: I need to clarify that the moon does not have a capital, as it does not function as a governed location like a country would. Instead, it is a celestial body. I can incorporate this information into a creative format. -Action: Ask question to coworker | === OUTPUT === -Thought: I need to clarify that the moon does not have a capital, as it does not function as a governed location like a country would. Instead, it is a celestial body. I can incorporate this information into a creative format. -Action: Ask question to coworker ----------------------- - -Query: Organizer Agent Answer Moon Capital Question -Answer: - -2025-08-04 02:42:58,528 - alembic.runtime.migration - INFO - Context impl SQLiteImpl. -2025-08-04 02:42:58,529 - alembic.runtime.migration - INFO - Will assume non-transactional DDL. -2025-08-04 02:42:58,534 - embedchain.chunkers.base_chunker - INFO - Skipping chunks smaller than 1 characters -2025-08-04 02:43:00,364 - embedchain.embedchain - INFO - Successfully saved === INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You (DataType.TEXT). New chunks count: 0 -2025-08-04 02:43:00,367 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Successfully initialized RAG tool with trace content -2025-08-04 02:43:00,368 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Initialized RagPromptReconstructor with 4 entities and 3 relations -2025-08-04 02:43:06,507 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -=== INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You organize the plan and the tasks. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: | Tool Description: Delegate a specific task to one of the following coworkers: Thinker | Tool Description: Ask a specific question to one of the following coworkers: Thinker ----------------------- - -Query: User Task Query Organizer Agent, performs Organizer Agent, interaction between User Task Query and Organizer Agent -Answer: - -2025-08-04 02:43:08,143 - agentgraph.reconstruction.prompt_reconstructor - INFO - Successfully initialized PromptReconstructor with 4 entities and 3 relations -2025-08-04 02:53:07,745 - openlit - INFO - Starting openLIT initialization... -2025-08-04 02:53:07,765 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-04 02:53:08,450 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-04 02:53:08,502 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-04 02:53:08,502 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-04 02:53:08,503 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-04 02:53:08,805 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-04 02:53:08,808 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-04 02:53:08,808 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-04 02:53:08,810 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-04 02:53:08,811 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-04 02:53:10,003 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-04 02:53:10,006 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-04 02:53:10,006 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-04 02:53:10,006 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-04 02:53:10,006 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-04 02:53:10,007 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-04 02:53:10,007 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-04 02:53:10,007 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-04 02:53:10,007 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-04 02:53:10,007 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-04 02:53:10,007 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-04 02:53:10,007 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-04 02:53:10,007 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-04 02:53:10,008 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-04 02:53:10,008 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-04 02:53:10,008 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-04 02:53:10,008 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-04 02:53:10,008 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-04 02:53:10,008 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-04 02:53:11,038 - alembic.runtime.migration - INFO - Context impl SQLiteImpl. -2025-08-04 02:53:11,038 - alembic.runtime.migration - INFO - Will assume non-transactional DDL. -2025-08-04 02:53:11,048 - embedchain.chunkers.base_chunker - INFO - Skipping chunks smaller than 1 characters -2025-08-04 02:53:13,016 - embedchain.embedchain - INFO - Successfully saved === INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You (DataType.TEXT). New chunks count: 0 -2025-08-04 02:53:13,024 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Successfully initialized RAG tool with trace content -2025-08-04 02:53:13,025 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Initialized RagPromptReconstructor with 8 entities and 7 relations -2025-08-04 02:53:25,334 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Thought: -assistant: Action: Search in a specific website -Action Input: {"search_query":"haiku about snow with 3 legs","website":"https://www.haiku-studio.com"} -Observation: Relevant Content: | Tool Description: A tool that can be used to semantic search a query from a specific URL content. -Tool Name: Delegate work to coworker | Thought: -assistant: Action: Search in a specific website -Action Input: {"search_query":"capital of the moon","website":"https://en.wikipedia.org"} -Observation: Relevant Content: ----------------------- - -Query: Organizer Agent Search in a specific website -Answer: - -2025-08-04 02:53:35,201 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -=== INPUT === -['capital of the moon'] - -=== INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You organize the plan and the tasks. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: | assistant: Thought: I need to clarify that the moon does not have a capital, as it does not function as a governed location like a country would. Instead, it is a celestial body. I can incorporate this information into a creative format. -Action: Ask question to coworker | === OUTPUT === -Thought: I need to clarify that the moon does not have a capital, as it does not function as a governed location like a country would. Instead, it is a celestial body. I can incorporate this information into a creative format. -Action: Ask question to coworker ----------------------- - -Query: Organizer Agent Answer Moon Capital Question, performs Answer Moon Capital Question, interaction between Organizer Agent and Answer Moon Capital Question -Answer: - -2025-08-04 02:53:40,622 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Action: Delegate work to coworker | Tool Description: Delegate a specific task to one of the following coworkers: Thinker | Tool Description: Delegate a specific task to one of the following coworkers: Writer ----------------------- - -Query: Organizer Agent Delegate work to coworker -Answer: - -2025-08-04 02:53:46,177 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: Ask a specific question to one of the following coworkers: Writer | Tool Description: Ask a specific question to one of the following coworkers: Thinker | Action: Delegate work to coworker ----------------------- - -Query: Organizer Agent Ask question to coworker -Answer: - -2025-08-04 02:53:52,093 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: Ask a specific question to one of the following coworkers: Thinker | Tool Description: Delegate a specific task to one of the following coworkers: Thinker | === INPUT === -system: You are Thinker. You're an expert in thinking. -Your personal goal is: You think about the question and come up with a plan. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: ----------------------- - -Query: Thinker Agent Search Task -Answer: - -2025-08-04 02:53:59,069 - alembic.runtime.migration - INFO - Context impl SQLiteImpl. -2025-08-04 02:53:59,069 - alembic.runtime.migration - INFO - Will assume non-transactional DDL. -2025-08-04 02:53:59,074 - embedchain.chunkers.base_chunker - INFO - Skipping chunks smaller than 1 characters -2025-08-04 02:54:00,637 - embedchain.embedchain - INFO - Successfully saved === INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You (DataType.TEXT). New chunks count: 0 -2025-08-04 02:54:00,641 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Successfully initialized RAG tool with trace content -2025-08-04 02:54:00,642 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Initialized RagPromptReconstructor with 8 entities and 7 relations -2025-08-04 02:54:02,288 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: A tool that can be used to semantic search a query from a specific URL content. -Tool Name: Delegate work to coworker | Tool Description: A tool that can be used to semantic search a query from a specific URL content. | Thought: -assistant: Action: Search in a specific website -Action Input: {"search_query":"haiku about snow with 3 legs","website":"https://www.haiku-studio.com"} -Observation: Relevant Content: ----------------------- - -Query: Generate semantic search queries for the relationship between User Task Query and Organizer Agent -Answer: - -2025-08-04 02:54:06,196 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -=== INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You organize the plan and the tasks. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: | Tool Description: Delegate a specific task to one of the following coworkers: Thinker | Tool Description: Ask a specific question to one of the following coworkers: Thinker ----------------------- - -Query: User Task Query Organizer Agent -Answer: - -2025-08-04 02:54:06,651 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Action: Search in a specific website -Action Input: {"search_query":"snow with 3 legs","website":"https://www.google.com"} -Observation: Relevant Content: | Thought: -assistant: Action: Search in a specific website -Action Input: {"search_query":"haiku about snow with 3 legs","website":"https://www.haiku-studio.com"} -Observation: Relevant Content: | Tool Description: A tool that can be used to semantic search a query from a specific URL content. ----------------------- - -Query: Organizer Agent Search in a specific website, uses Search in a specific website, interaction between Organizer Agent and Search in a specific website -Answer: - -2025-08-04 02:54:08,142 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_002 -2025-08-04 02:54:08,207 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_001 -2025-08-04 02:54:11,941 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -=== INPUT === -['capital of the moon'] - -=== INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You organize the plan and the tasks. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: | assistant: Thought: I need to clarify that the moon does not have a capital, as it does not function as a governed location like a country would. Instead, it is a celestial body. I can incorporate this information into a creative format. -Action: Ask question to coworker | === OUTPUT === -Thought: I need to clarify that the moon does not have a capital, as it does not function as a governed location like a country would. Instead, it is a celestial body. I can incorporate this information into a creative format. -Action: Ask question to coworker ----------------------- - -Query: Organizer Agent Answer Moon Capital Question -Answer: - -2025-08-04 02:54:12,808 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_003 -2025-08-04 02:54:14,862 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Action: Delegate work to coworker | Tool Description: Delegate a specific task to one of the following coworkers: Thinker | Tool Description: Delegate a specific task to one of the following coworkers: Writer ----------------------- - -Query: Organizer Agent Delegate work to coworker -Answer: - -2025-08-04 02:54:14,903 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: Ask a specific question to one of the following coworkers: Thinker | Tool Description: Ask a specific question to one of the following coworkers: Writer | The input to this tool should be the coworker, the task you want them to do, and ALL necessary context to execute the task, they know nothing about the task, so share absolutely everything you know, don't reference things but instead explain them. -Tool Name: Ask question to coworker ----------------------- - -Query: Organizer Agent uses tool to ask question to coworker -Answer: - -2025-08-04 02:54:16,474 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_004 -2025-08-04 02:54:21,782 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: Ask a specific question to one of the following coworkers: Writer | Tool Description: Ask a specific question to one of the following coworkers: Thinker | Action: Delegate work to coworker ----------------------- - -Query: Organizer Agent Ask question to coworker -Answer: - -2025-08-04 02:54:22,853 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_005 -2025-08-04 02:54:23,146 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: Ask a specific question to one of the following coworkers: Thinker | Tool Description: Delegate a specific task to one of the following coworkers: Thinker | === INPUT === -system: You are Thinker. You're an expert in thinking. -Your personal goal is: You think about the question and come up with a plan. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: ----------------------- - -Query: Thinker Agent Search Task -Answer: - -2025-08-04 02:54:25,393 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_006 -2025-08-04 02:54:26,064 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: A tool that can be used to semantic search a query from a specific URL content. | Tool Description: A tool that can be used to semantic search a query from a specific URL content. -Tool Name: Delegate work to coworker | Thought: -assistant: Action: Search in a specific website -Action Input: {"search_query":"haiku about snow with 3 legs","website":"https://www.haiku-studio.com"} -Observation: Relevant Content: ----------------------- - -Query: Generate semantic search queries for retrieving trace content related to a specific website and search task -Answer: - -2025-08-04 02:54:31,326 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_007 -2025-08-04 02:54:31,340 - alembic.runtime.migration - INFO - Context impl SQLiteImpl. -2025-08-04 02:54:31,340 - alembic.runtime.migration - INFO - Will assume non-transactional DDL. -2025-08-04 02:54:31,346 - embedchain.chunkers.base_chunker - INFO - Skipping chunks smaller than 1 characters -2025-08-04 02:54:32,979 - embedchain.embedchain - INFO - Successfully saved === INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You (DataType.TEXT). New chunks count: 0 -2025-08-04 02:54:32,983 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Successfully initialized RAG tool with trace content -2025-08-04 02:54:32,984 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Initialized RagPromptReconstructor with 8 entities and 7 relations -2025-08-04 02:54:34,577 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: A tool that can be used to semantic search a query from a specific URL content. -Tool Name: Delegate work to coworker | Tool Description: A tool that can be used to semantic search a query from a specific URL content. | Thought: -assistant: Action: Search in a specific website -Action Input: {"search_query":"haiku about snow with 3 legs","website":"https://www.haiku-studio.com"} -Observation: Relevant Content: ----------------------- - -Query: Generate semantic search queries related to User Task Query and Organizer Agent -Answer: - -2025-08-04 02:54:34,841 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: A tool that can be used to semantic search a query from a specific URL content. -Tool Name: Delegate work to coworker | Action: Delegate work to coworker | Tool Description: Delegate a specific task to one of the following coworkers: Thinker ----------------------- - -Query: Generate semantic search queries for the relationship between Organizer Agent and delegating work to coworker -Answer: - -2025-08-04 02:54:38,759 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -=== INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You organize the plan and the tasks. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: | Tool Description: Delegate a specific task to one of the following coworkers: Thinker | Tool Description: Ask a specific question to one of the following coworkers: Thinker ----------------------- - -Query: User Task Query Organizer Agent -Answer: - -2025-08-04 02:54:39,685 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Thought: -assistant: Action: Search in a specific website -Action Input: {"search_query":"haiku about snow with 3 legs","website":"https://www.haiku-studio.com"} -Observation: Relevant Content: | Tool Description: A tool that can be used to semantic search a query from a specific URL content. -Tool Name: Delegate work to coworker | Thought: -assistant: Action: Search in a specific website -Action Input: {"search_query":"capital of the moon","website":"https://en.wikipedia.org"} -Observation: Relevant Content: ----------------------- - -Query: Organizer Agent Search in a specific website -Answer: - -2025-08-04 02:54:39,894 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -=== INPUT === -['capital of the moon'] - -=== INPUT === -system: You are Organizer. You're an expert in organizing. -Your personal goal is: You organize the plan and the tasks. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: | assistant: Thought: I need to clarify that the moon does not have a capital, as it does not function as a governed location like a country would. Instead, it is a celestial body. I can incorporate this information into a creative format. -Action: Ask question to coworker | === OUTPUT === -Thought: I need to clarify that the moon does not have a capital, as it does not function as a governed location like a country would. Instead, it is a celestial body. I can incorporate this information into a creative format. -Action: Ask question to coworker ----------------------- - -Query: Organizer Agent Answer Moon Capital Question -Answer: - -2025-08-04 02:54:40,701 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_001 -2025-08-04 02:54:41,005 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_002 -2025-08-04 02:54:41,100 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_003 -2025-08-04 02:54:41,727 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Action: Delegate work to coworker | Tool Description: Delegate a specific task to one of the following coworkers: Thinker | Tool Description: Delegate a specific task to one of the following coworkers: Writer ----------------------- - -Query: Organizer Agent Delegate work to coworker -Answer: - -2025-08-04 02:54:43,086 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_004 -2025-08-04 02:54:47,864 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: Ask a specific question to one of the following coworkers: Writer | Tool Description: Ask a specific question to one of the following coworkers: Thinker | Action: Delegate work to coworker ----------------------- - -Query: Organizer Agent Ask question to coworker -Answer: - -2025-08-04 02:54:48,937 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_005 -2025-08-04 02:54:52,989 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Tool Description: Ask a specific question to one of the following coworkers: Thinker | Tool Description: Delegate a specific task to one of the following coworkers: Thinker | === INPUT === -system: You are Thinker. You're an expert in thinking. -Your personal goal is: You think about the question and come up with a plan. -You ONLY have access to the following tools, and should NEVER make up tools that are not listed here: ----------------------- - -Query: Thinker Agent Search Task -Answer: - -2025-08-04 02:54:54,781 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_006 -2025-08-04 02:54:57,596 - embedchain.llm.base - INFO - Prompt: -You are a Q&A expert system. Your responses must always be rooted in the context provided for each query. Here are some guidelines to follow: - -1. Refrain from explicitly mentioning the context provided in your response. -2. The context should silently guide your answers without being directly acknowledged. -3. Do not use phrases such as 'According to the context provided', 'Based on the context, ...' etc. - -Context information: ----------------------- -Action: Search in a specific website -Action Input: {"search_query":"snow with 3 legs","website":"https://www.google.com"} -Observation: Relevant Content: | Tool Description: A tool that can be used to semantic search a query from a specific URL content. | Thought: -assistant: Action: Search in a specific website -Action Input: {"search_query":"haiku about snow with 3 legs","website":"https://www.haiku-studio.com"} -Observation: Relevant Content: ----------------------- - -Query: Search in a specific website Search Task, supports Search Task, interaction between Search in a specific website and Search Task -Answer: - -2025-08-04 02:54:59,015 - agentgraph.reconstruction.rag_prompt_reconstructor - INFO - Completed parallel reconstruction for relation rel_007 -2025-08-06 11:27:22,081 - openlit - INFO - Starting openLIT initialization... -2025-08-06 11:27:22,099 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-06 11:27:22,882 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-06 11:27:22,936 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-06 11:27:22,936 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-06 11:27:22,936 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-06 11:27:23,289 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-06 11:27:23,293 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-06 11:27:23,293 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-06 11:27:23,296 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-06 11:27:23,297 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-06 11:27:25,032 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-06 11:27:25,034 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-06 11:27:25,034 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-06 11:27:25,035 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-06 11:27:25,035 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-06 11:27:25,035 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-06 11:27:25,035 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-06 11:27:25,035 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-06 11:27:25,035 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-06 11:27:25,035 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-06 11:27:25,035 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-06 11:27:25,035 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-06 11:27:25,035 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-06 11:27:25,035 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-06 11:27:25,036 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-06 11:27:25,036 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-06 11:27:25,036 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-06 11:27:25,036 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-06 11:27:25,036 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-06 11:30:08,869 - openlit - INFO - Starting openLIT initialization... -2025-08-06 11:30:08,885 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-06 11:30:09,533 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-06 11:30:09,582 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-06 11:30:09,582 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-06 11:30:09,582 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-06 11:30:09,850 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-06 11:30:09,853 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-06 11:30:09,853 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-06 11:30:09,855 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-06 11:30:09,856 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-06 11:30:11,263 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-06 11:30:11,266 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-06 11:30:11,266 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-06 11:30:11,267 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-06 11:30:11,267 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-06 11:30:11,267 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-06 11:30:11,267 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-06 11:30:11,267 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-06 11:30:11,267 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-06 11:30:11,267 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-06 11:30:11,267 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-06 11:30:11,267 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-06 11:30:11,267 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-06 11:30:11,268 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-06 11:30:11,268 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-06 11:30:11,268 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-06 11:30:11,268 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-06 11:30:11,268 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-06 11:30:11,268 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-06 11:35:20,722 - openlit - INFO - Starting openLIT initialization... -2025-08-06 11:35:20,740 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-06 11:35:21,369 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-06 11:35:21,415 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-06 11:35:21,415 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-06 11:35:21,415 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-06 11:35:21,717 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-06 11:35:21,719 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-06 11:35:21,719 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-06 11:35:21,722 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-06 11:35:21,722 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-06 11:35:23,140 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-06 11:35:23,143 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-06 11:35:23,143 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-06 11:35:23,143 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-06 11:35:23,143 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-06 11:35:23,143 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-06 11:35:23,143 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-06 11:35:23,143 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-06 11:35:23,144 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-06 11:39:36,055 - openlit - INFO - Starting openLIT initialization... -2025-08-06 11:39:36,071 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-06 11:39:36,841 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-06 11:39:36,898 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-06 11:39:36,898 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-06 11:39:36,898 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-06 11:39:37,224 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-06 11:39:37,228 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-06 11:39:37,228 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-06 11:39:37,231 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-06 11:39:37,232 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-06 11:39:38,910 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-06 11:39:38,913 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-06 11:39:38,913 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-06 11:39:38,913 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-06 11:39:38,914 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-06 11:39:38,914 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-06 11:39:38,914 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-06 11:39:38,914 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-06 11:39:38,914 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-06 11:39:38,914 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-06 11:39:38,914 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-06 11:39:38,914 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-06 11:39:38,914 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-06 11:39:38,914 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-06 11:39:38,915 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-06 11:39:38,915 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-06 11:39:38,915 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-06 11:39:38,915 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-06 11:39:38,915 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-06 11:59:42,178 - openlit - INFO - Starting openLIT initialization... -2025-08-06 11:59:42,193 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-06 11:59:42,925 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-06 11:59:42,978 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-06 11:59:42,978 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-06 11:59:42,978 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-06 11:59:43,274 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-06 11:59:43,278 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-06 11:59:43,278 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-06 11:59:43,281 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-06 11:59:43,282 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-06 11:59:44,843 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-06 11:59:44,845 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-06 11:59:44,845 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-06 11:59:44,845 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-06 11:59:44,846 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-06 11:59:44,846 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-06 11:59:44,847 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-06 11:59:44,847 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-06 11:59:44,847 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-06 12:26:20,759 - openlit - INFO - Starting openLIT initialization... -2025-08-06 12:26:20,775 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-06 12:26:21,572 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-06 12:26:21,623 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-06 12:26:21,623 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-06 12:26:21,623 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-06 12:26:21,917 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-06 12:26:21,921 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-06 12:26:21,921 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-06 12:26:21,924 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-06 12:26:21,925 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-06 12:26:23,589 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-06 12:26:23,592 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-06 12:26:23,592 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-06 12:26:23,592 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-06 12:26:23,592 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-06 12:26:23,592 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-06 12:26:23,593 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-06 12:26:23,594 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-06 14:52:51,250 - openlit - INFO - Starting openLIT initialization... -2025-08-06 14:52:51,267 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-06 14:52:52,209 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-06 14:52:52,263 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-06 14:52:52,263 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-06 14:52:52,263 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-06 14:52:52,578 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-06 14:52:52,581 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-06 14:52:52,581 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-06 14:52:52,584 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-06 14:52:52,584 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-06 14:52:54,206 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-08-06 14:52:54,208 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-06 14:52:54,208 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-06 14:52:54,209 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-06 14:52:54,209 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-06 14:52:54,209 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-06 14:52:54,209 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-06 14:52:54,209 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-06 14:52:54,209 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-06 14:52:54,209 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-06 14:52:54,209 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-06 14:52:54,210 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-06 14:52:54,210 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-06 14:52:54,210 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-06 14:52:54,210 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-06 14:52:54,210 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-06 14:52:54,210 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-06 14:52:54,210 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-06 14:52:54,210 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-11 20:09:15,672 - openlit - INFO - Starting openLIT initialization... -2025-08-11 20:09:15,689 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-11 20:09:16,327 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-11 20:09:16,379 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-11 20:09:16,379 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-11 20:09:16,379 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-11 20:09:16,650 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-11 20:09:16,652 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-11 20:09:16,653 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-11 20:09:16,655 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-11 20:09:16,656 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-11 20:09:18,800 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-11 20:09:18,800 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-11 20:09:18,801 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-11 20:09:18,801 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-11 20:09:18,801 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-11 20:09:18,801 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-11 20:09:18,801 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-11 20:09:18,801 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-11 20:09:18,801 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-11 20:09:18,801 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-11 20:09:18,801 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-11 20:09:18,801 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-11 20:09:18,802 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-11 20:09:18,802 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-11 20:09:18,802 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-11 20:09:18,802 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-11 20:09:18,802 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-11 20:09:18,802 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-08-11 20:09:19,701 - agentgraph.methods.baseline.pydantic_method - INFO - Processing text with pydantic_ai method in parallel_3_stage mode (length: 1144) -2025-08-11 20:09:21,814 - agentgraph.methods.baseline.pydantic_method - ERROR - Error in pydantic_ai knowledge extraction: status_code: 429, model_name: gpt-4o-mini, body: {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'} -2025-08-11 20:09:21,819 - agentgraph.methods.baseline.pydantic_method - ERROR - Traceback: Traceback (most recent call last): - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/models/openai.py", line 319, in _completions_create - return await self.client.chat.completions.create( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openlit/instrumentation/openai/async_openai.py", line 722, in wrapper - response = await wrapped(*args, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py", line 2454, in create - return await self._post( - ^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openai/_base_client.py", line 1791, in post - return await self.request(cast_to, opts, stream=stream, stream_cls=stream_cls) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openai/_base_client.py", line 1591, in request - raise self._make_status_error_from_response(err.response) from None -openai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}} - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/methods/baseline/pydantic_method.py", line 307, in process_text - kg_data, usage = asyncio.run(get_agent_graph(text, self.sequential, self.hybrid)) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/runners.py", line 190, in run - return runner.run(main) - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/runners.py", line 118, in run - return self._loop.run_until_complete(task) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/base_events.py", line 654, in run_until_complete - return future.result() - ^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/methods/baseline/pydantic_method.py", line 252, in get_agent_graph - entity_result, relation_result = await gather( - ^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/methods/baseline/pydantic_method.py", line 86, in get_agent_graph_relations - relation_result: AgentRunResult[List[Relation]] = await relation_agent.run(instruction) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/agent.py", line 562, in run - async for _ in agent_run: - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/agent.py", line 2193, in __anext__ - next_node = await self._graph_run.__anext__() - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_graph/graph.py", line 809, in __anext__ - return await self.next(self._next_node) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_graph/graph.py", line 782, in next - self._next_node = await node.run(ctx) - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/_agent_graph.py", line 299, in run - return await self._make_request(ctx) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/_agent_graph.py", line 359, in _make_request - model_response = await ctx.deps.model.request(message_history, model_settings, model_request_parameters) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/models/openai.py", line 234, in request - response = await self._completions_create( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/models/openai.py", line 348, in _completions_create - raise ModelHTTPError(status_code=status_code, model_name=self.model_name, body=e.body) from e -pydantic_ai.exceptions.ModelHTTPError: status_code: 429, model_name: gpt-4o-mini, body: {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'} - -2025-08-11 20:09:21,819 - agentgraph.methods.baseline.pydantic_method - INFO - Processing text with pydantic_ai method in sequential_3_stage mode (length: 1144) -2025-08-11 20:09:23,481 - agentgraph.methods.baseline.pydantic_method - ERROR - Error in pydantic_ai knowledge extraction: status_code: 429, model_name: gpt-4o-mini, body: {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'} -2025-08-11 20:09:23,482 - agentgraph.methods.baseline.pydantic_method - ERROR - Traceback: Traceback (most recent call last): - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/models/openai.py", line 319, in _completions_create - return await self.client.chat.completions.create( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openlit/instrumentation/openai/async_openai.py", line 722, in wrapper - response = await wrapped(*args, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py", line 2454, in create - return await self._post( - ^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openai/_base_client.py", line 1791, in post - return await self.request(cast_to, opts, stream=stream, stream_cls=stream_cls) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openai/_base_client.py", line 1591, in request - raise self._make_status_error_from_response(err.response) from None -openai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}} - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/methods/baseline/pydantic_method.py", line 307, in process_text - kg_data, usage = asyncio.run(get_agent_graph(text, self.sequential, self.hybrid)) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/runners.py", line 190, in run - return runner.run(main) - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/runners.py", line 118, in run - return self._loop.run_until_complete(task) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/base_events.py", line 654, in run_until_complete - return future.result() - ^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/methods/baseline/pydantic_method.py", line 244, in get_agent_graph - entity_result = await get_agent_graph_entities(trace_content) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/methods/baseline/pydantic_method.py", line 61, in get_agent_graph_entities - entity_result: AgentRunResult[List[Entity]] = await entity_agent.run(instruction_template.format(input_data=trace_content)) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/agent.py", line 562, in run - async for _ in agent_run: - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/agent.py", line 2193, in __anext__ - next_node = await self._graph_run.__anext__() - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_graph/graph.py", line 809, in __anext__ - return await self.next(self._next_node) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_graph/graph.py", line 782, in next - self._next_node = await node.run(ctx) - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/_agent_graph.py", line 299, in run - return await self._make_request(ctx) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/_agent_graph.py", line 359, in _make_request - model_response = await ctx.deps.model.request(message_history, model_settings, model_request_parameters) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/models/openai.py", line 234, in request - response = await self._completions_create( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/models/openai.py", line 348, in _completions_create - raise ModelHTTPError(status_code=status_code, model_name=self.model_name, body=e.body) from e -pydantic_ai.exceptions.ModelHTTPError: status_code: 429, model_name: gpt-4o-mini, body: {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'} - -2025-08-11 20:09:23,482 - agentgraph.methods.baseline.pydantic_method - INFO - Processing text with pydantic_ai method in hybrid_2_stage mode (length: 1144) -2025-08-11 20:09:25,131 - agentgraph.methods.baseline.pydantic_method - ERROR - Error in pydantic_ai knowledge extraction: status_code: 429, model_name: gpt-4o-mini, body: {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'} -2025-08-11 20:09:25,132 - agentgraph.methods.baseline.pydantic_method - ERROR - Traceback: Traceback (most recent call last): - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/models/openai.py", line 319, in _completions_create - return await self.client.chat.completions.create( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openlit/instrumentation/openai/async_openai.py", line 722, in wrapper - response = await wrapped(*args, **kwargs) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py", line 2454, in create - return await self._post( - ^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openai/_base_client.py", line 1791, in post - return await self.request(cast_to, opts, stream=stream, stream_cls=stream_cls) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/openai/_base_client.py", line 1591, in request - raise self._make_status_error_from_response(err.response) from None -openai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}} - -The above exception was the direct cause of the following exception: - -Traceback (most recent call last): - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/methods/baseline/pydantic_method.py", line 307, in process_text - kg_data, usage = asyncio.run(get_agent_graph(text, self.sequential, self.hybrid)) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/runners.py", line 190, in run - return runner.run(main) - ^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/runners.py", line 118, in run - return self._loop.run_until_complete(task) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/asyncio/base_events.py", line 654, in run_until_complete - return future.result() - ^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/methods/baseline/pydantic_method.py", line 229, in get_agent_graph - extraction_result = await get_hybrid_extraction(trace_content) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/Desktop/agent_monitoring/agentgraph/methods/baseline/pydantic_method.py", line 140, in get_hybrid_extraction - extraction_result: AgentRunResult[str] = await extraction_agent.run( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/agent.py", line 562, in run - async for _ in agent_run: - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/agent.py", line 2193, in __anext__ - next_node = await self._graph_run.__anext__() - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_graph/graph.py", line 809, in __anext__ - return await self.next(self._next_node) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_graph/graph.py", line 782, in next - self._next_node = await node.run(ctx) - ^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/_agent_graph.py", line 299, in run - return await self._make_request(ctx) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/_agent_graph.py", line 359, in _make_request - model_response = await ctx.deps.model.request(message_history, model_settings, model_request_parameters) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/models/openai.py", line 234, in request - response = await self._completions_create( - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - File "/Users/zekunwu/anaconda3/lib/python3.11/site-packages/pydantic_ai/models/openai.py", line 348, in _completions_create - raise ModelHTTPError(status_code=status_code, model_name=self.model_name, body=e.body) from e -pydantic_ai.exceptions.ModelHTTPError: status_code: 429, model_name: gpt-4o-mini, body: {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'} - -2025-08-22 11:32:38,819 - openlit - INFO - Starting openLIT initialization... -2025-08-22 11:32:38,836 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-08-22 11:32:39,651 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-08-22 11:32:39,713 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-08-22 11:32:39,713 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-08-22 11:32:39,713 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-08-22 11:32:40,050 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-08-22 11:32:40,053 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-08-22 11:32:40,053 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-08-22 11:32:40,056 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-08-22 11:32:40,057 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-08-22 11:32:42,703 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-08-22 11:32:42,704 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-08-22 11:32:42,704 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-08-22 11:32:42,705 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-08-22 11:32:42,705 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-08-22 11:32:42,705 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-08-22 11:32:42,705 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-08-22 11:32:42,705 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-08-22 11:32:42,705 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-08-22 11:32:42,705 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-08-22 11:32:42,705 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-08-22 11:32:42,705 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-08-22 11:32:42,706 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-08-22 11:32:42,706 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-08-22 11:32:42,706 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-08-22 11:32:42,706 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-08-22 11:32:42,706 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-08-22 11:32:42,706 - openlit - INFO - Library for openai-agents (agents) not found. 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Tables created: ['knowledge_graphs', 'sqlite_sequence', 'traces', 'entities', 'relations', 'prompt_reconstructions', 'perturbation_tests', 'causal_analyses', 'observability_connections', 'fetched_traces'] -2025-07-10 11:01:10,077 - __main__ - INFO - Database contains: 109 knowledge graphs, 52 entities, 42 relations, 15 traces -2025-07-10 16:49:25,427 - __main__ - INFO - Creating tables -2025-07-10 16:49:25,439 - __main__ - INFO - Checking for column migrations... -2025-07-10 16:49:25,439 - __main__ - INFO - Database initialization completed. Tables created: ['knowledge_graphs', 'sqlite_sequence', 'traces', 'entities', 'relations', 'prompt_reconstructions', 'perturbation_tests', 'observability_connections', 'fetched_traces', 'causal_analyses'] -2025-07-10 16:49:25,439 - __main__ - INFO - Database contains: 0 knowledge graphs, 0 entities, 0 relations, 0 traces -2025-07-10 21:10:16,166 - __main__ - INFO - Creating tables -2025-07-10 21:10:16,168 - __main__ - INFO - Checking for column migrations... -2025-07-10 21:10:16,168 - __main__ - INFO - Database initialization completed. Tables created: ['knowledge_graphs', 'sqlite_sequence', 'traces', 'entities', 'relations', 'prompt_reconstructions', 'perturbation_tests', 'observability_connections', 'fetched_traces', 'causal_analyses'] -2025-07-10 21:10:16,168 - __main__ - INFO - Database contains: 10 knowledge graphs, 50 entities, 40 relations, 3 traces -2025-07-17 11:20:43,239 - agent_monitoring_server.services.universal_parser - INFO - Running universal parser on trace 009e9a65-55e2-4476-bfa8-c84681b8cd40 -2025-07-17 11:20:43,240 - agent_monitoring_server.services.universal_parser - ERROR - Error creating context document: type object 'ContextDocumentType' has no attribute 'technical' -2025-07-17 11:20:43,240 - agent_monitoring_server.services.universal_parser - ERROR - Error creating context document: type object 'ContextDocumentType' has no attribute 'technical' -2025-07-17 11:20:43,240 - agent_monitoring_server.services.universal_parser - ERROR - Error creating context document: type object 'ContextDocumentType' has no attribute 'technical' -2025-07-17 11:20:43,240 - agent_monitoring_server.services.universal_parser - ERROR - Error creating context document: type object 'ContextDocumentType' has no attribute 'technical' -2025-07-17 11:20:43,240 - agent_monitoring_server.services.universal_parser - INFO - Successfully created 0 context documents for trace 009e9a65-55e2-4476-bfa8-c84681b8cd40 -2025-07-17 11:26:50,608 - openlit - INFO - Starting openLIT initialization... -2025-07-17 11:26:50,614 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-17 11:26:51,249 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-17 11:26:51,280 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-17 11:26:51,280 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-17 11:26:51,280 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-17 11:26:51,280 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-17 11:26:51,652 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-17 11:26:51,763 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-17 11:26:51,763 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-17 11:26:52,229 - openlit - INFO - Library for pinecone (pinecone) not found. 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Skipping instrumentation -2025-07-17 11:26:52,234 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-17 11:26:52,235 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-17 11:26:52,235 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-17 11:26:52,235 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-17 11:26:52,235 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-17 11:26:52,235 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-17 11:26:52,235 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-17 11:26:52,235 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-17 11:26:52,235 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-17 11:26:52,235 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-17 11:26:52,235 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-17 11:28:43,892 - openlit - INFO - Starting openLIT initialization... -2025-07-17 11:28:43,898 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-17 11:28:45,430 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-17 11:28:45,453 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-17 11:28:45,453 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-17 11:28:45,453 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-17 11:28:45,454 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-17 11:28:45,800 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-17 11:28:45,903 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-17 11:28:45,903 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-17 11:28:46,473 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-17 11:28:46,475 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-17 11:28:46,475 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-17 11:28:46,477 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-17 11:28:46,478 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-17 11:28:46,478 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-17 11:28:46,478 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-17 11:28:46,478 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-17 11:28:46,478 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-17 11:28:46,478 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-17 11:28:46,478 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-17 11:28:46,478 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-17 11:28:46,478 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-17 11:28:46,479 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-17 11:28:46,479 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-17 11:28:46,479 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-17 11:28:46,479 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-17 11:28:46,479 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-17 11:28:46,479 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-17 11:28:46,479 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-17 11:28:46,479 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-17 11:29:11,127 - openlit - INFO - Starting openLIT initialization... -2025-07-17 11:29:11,133 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-17 11:29:11,505 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-17 11:29:11,527 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-17 11:29:11,527 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-17 11:29:11,527 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-17 11:29:11,527 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-17 11:29:11,868 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-17 11:29:11,969 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-17 11:29:11,969 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-17 11:29:12,413 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-17 11:29:12,414 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-17 11:29:12,414 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-17 11:29:12,417 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-17 11:29:12,417 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-17 11:29:12,418 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-17 11:29:12,418 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-17 11:29:12,418 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-17 11:29:12,418 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-17 11:29:12,418 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-17 11:29:12,418 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-17 11:29:12,418 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-17 11:29:12,418 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-17 11:29:12,418 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-17 11:29:12,418 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-17 11:29:12,419 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-17 11:29:12,419 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-17 11:29:12,419 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-17 11:29:12,419 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-17 11:29:12,419 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-17 11:29:12,420 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-17 11:29:13,449 - agent_monitoring_server.services.universal_parser - INFO - Running universal parser on trace 009e9a65-55e2-4476-bfa8-c84681b8cd40 -2025-07-17 11:29:13,452 - agent_monitoring_server.services.universal_parser - INFO - Context document already exists: System Architecture Overview -2025-07-17 11:29:13,452 - agent_monitoring_server.services.universal_parser - INFO - Context document already exists: Execution Flow Analysis -2025-07-17 11:29:13,452 - agent_monitoring_server.services.universal_parser - INFO - Context document already exists: Performance and Resource Analysis -2025-07-17 11:29:13,452 - agent_monitoring_server.services.universal_parser - INFO - Context document already exists: Technical Framework Analysis -2025-07-17 11:29:13,453 - agent_monitoring_server.services.universal_parser - INFO - Successfully created 0 context documents for trace 009e9a65-55e2-4476-bfa8-c84681b8cd40 -2025-07-17 11:29:13,453 - agent_monitoring_server.services.universal_parser - ERROR - Error running universal parser on trace 009e9a65-55e2-4476-bfa8-c84681b8cd40: name 'os' is not defined -2025-07-17 11:35:24,232 - openlit - INFO - Starting openLIT initialization... -2025-07-17 11:35:24,237 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-17 11:35:24,638 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-17 11:35:24,660 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-17 11:35:24,661 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-17 11:35:24,661 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-17 11:35:24,661 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-17 11:35:25,019 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-17 11:35:25,125 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-17 11:35:25,125 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-17 11:35:25,579 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-17 11:35:25,580 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-17 11:35:25,580 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-17 11:35:25,583 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-17 11:35:25,583 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-17 11:35:25,583 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-17 11:35:25,583 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-17 11:35:25,583 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-17 11:35:25,583 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-17 11:35:25,583 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-17 11:35:25,583 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-17 11:35:25,584 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-17 11:35:25,584 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-17 11:35:25,584 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-17 11:35:25,584 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-17 11:35:25,585 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-17 11:35:25,585 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-17 11:35:25,585 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-17 11:35:25,585 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-17 11:35:25,585 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-17 11:35:25,585 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-17 11:51:38,967 - backend.database.utils - INFO - New trace saved to database (ID: 1, trace_id: da8396d1-3531-44f2-93b7-356059acec80) -2025-07-17 11:51:41,833 - openlit - INFO - Starting openLIT initialization... -2025-07-17 11:51:41,838 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-17 11:51:42,216 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-17 11:51:42,247 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-17 11:51:42,247 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-17 11:51:42,247 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-17 11:51:42,248 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-17 11:51:42,635 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-17 11:51:42,890 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-17 11:51:42,891 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-17 11:51:43,361 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-17 11:51:43,363 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-17 11:51:43,363 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-17 11:51:43,366 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-17 11:51:43,366 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-17 11:51:43,366 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-17 11:51:43,367 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-17 11:51:43,367 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-17 11:51:43,367 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-17 11:51:43,367 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-17 11:51:43,367 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-17 11:51:43,367 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-17 11:51:43,367 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-17 11:51:43,367 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-17 11:51:43,368 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-17 11:51:43,368 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-17 11:51:43,368 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-17 11:51:43,368 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-17 11:51:43,368 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-17 11:51:43,368 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-17 11:51:43,368 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-17 11:51:44,377 - agent_monitoring_server.services.universal_parser - INFO - Running universal parser on trace da8396d1-3531-44f2-93b7-356059acec80 -2025-07-17 11:51:44,383 - agent_monitoring_server.services.universal_parser - INFO - Successfully stored schema analytics metadata for trace da8396d1-3531-44f2-93b7-356059acec80 -2025-07-17 11:51:44,383 - agent_monitoring_server.services.universal_parser - INFO - Stored global schema view metadata for trace da8396d1-3531-44f2-93b7-356059acec80 -2025-07-17 11:51:44,384 - agent_monitoring_server.services.universal_parser - INFO - Created context document: Global Schema Architecture Overview -2025-07-17 11:51:44,385 - agent_monitoring_server.services.universal_parser - INFO - Created context document: Component-to-Entity Mapping Guide -2025-07-17 11:51:44,386 - agent_monitoring_server.services.universal_parser - INFO - Created context document: Relationship Pattern Guide -2025-07-17 11:51:44,386 - agent_monitoring_server.services.universal_parser - INFO - Created context document: Domain Classification Guide -2025-07-17 11:51:44,386 - agent_monitoring_server.services.universal_parser - INFO - Successfully created 4 context documents for trace da8396d1-3531-44f2-93b7-356059acec80 -2025-07-17 13:30:53,750 - openlit - INFO - Starting openLIT initialization... -2025-07-17 13:30:53,756 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-17 13:30:54,231 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-17 13:30:54,270 - openlit - INFO - Library for ollama (ollama) not found. Skipping instrumentation -2025-07-17 13:30:54,270 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-17 13:30:54,271 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-17 13:30:54,271 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-17 13:30:54,683 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-17 13:30:54,838 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-17 13:30:54,838 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-17 13:30:55,374 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-17 13:30:55,375 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-17 13:30:55,375 - openlit - INFO - Library for transformers (transformers) not found. Skipping instrumentation -2025-07-17 13:30:55,378 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-17 13:30:55,378 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-17 13:30:55,379 - openlit - INFO - Library for autogen (autogen) not found. Skipping instrumentation -2025-07-17 13:30:55,379 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-17 13:30:55,379 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-17 13:30:55,379 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-17 13:30:55,379 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-17 13:30:55,379 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-17 13:30:55,379 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-17 13:30:55,380 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-17 13:30:55,380 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-17 13:30:55,380 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-17 13:30:55,380 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-17 13:30:55,380 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-17 13:30:55,380 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-17 13:30:55,380 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-17 13:30:55,381 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-17 13:30:55,381 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-17 13:30:56,667 - agent_monitoring_server.services.universal_parser - INFO - Trace 93680da8-1397-45df-bffd-968500eff13e is not in a parseable format, skipping universal parser -2025-07-17 15:22:55,874 - backend.services.cost_calculation_service - INFO - Successfully fetched LiteLLM pricing data -2025-07-17 15:23:36,362 - backend.services.cost_calculation_service - INFO - Successfully fetched LiteLLM pricing data -2025-07-24 16:42:01,305 - numexpr.utils - INFO - NumExpr defaulting to 12 threads. -2025-07-24 16:42:02,058 - httpx - INFO - HTTP Request: GET https://raw.githubusercontent.com/BerriAI/litellm/main/model_prices_and_context_window.json "HTTP/1.1 200 OK" -2025-07-24 16:42:03,322 - openlit - INFO - Starting openLIT initialization... -2025-07-24 16:42:03,350 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 16:42:03,976 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 16:42:04,027 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 16:42:04,027 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 16:42:04,027 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 16:42:04,459 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 16:42:04,564 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 16:42:04,564 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 16:42:05,005 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 16:42:05,006 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 16:42:06,273 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 16:42:06,276 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 16:42:06,276 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 16:42:06,276 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 16:42:06,276 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 16:42:06,277 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 16:42:06,277 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 16:42:06,277 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 16:42:06,277 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 16:42:06,277 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 16:42:06,277 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 16:42:06,277 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 16:42:06,277 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 16:42:06,277 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 16:42:06,278 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 16:42:06,278 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 16:42:06,278 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 16:42:06,278 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 16:42:06,278 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 16:48:16,667 - numexpr.utils - INFO - NumExpr defaulting to 12 threads. -2025-07-24 16:48:17,424 - httpx - INFO - HTTP Request: GET https://raw.githubusercontent.com/BerriAI/litellm/main/model_prices_and_context_window.json "HTTP/1.1 200 OK" -2025-07-24 16:48:19,005 - openlit - INFO - Starting openLIT initialization... -2025-07-24 16:48:19,023 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 16:48:19,769 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 16:48:19,821 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 16:48:19,822 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 16:48:19,822 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 16:48:20,092 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 16:48:20,193 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 16:48:20,193 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 16:48:20,626 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 16:48:20,627 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 16:48:21,900 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 16:48:21,902 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 16:48:21,902 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 16:48:21,903 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 16:48:21,903 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 16:48:21,903 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 16:48:21,903 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 16:48:21,903 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 16:48:21,903 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 16:48:21,903 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 16:48:21,903 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 16:48:21,903 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 16:48:21,904 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 16:48:21,904 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 16:48:21,904 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 16:48:21,904 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 16:48:21,904 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 16:48:21,904 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 16:48:21,905 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 16:48:22,763 - agent_monitoring_server.services.universal_parser - INFO - Running universal parser on trace 851edfaf-be9c-4ab9-89ae-2270db3f78b0 -2025-07-24 16:48:22,764 - agent_monitoring_server.services.universal_parser - ERROR - Error running universal parser on trace 851edfaf-be9c-4ab9-89ae-2270db3f78b0: Unknown trace format in /var/folders/64/lfz3kc9x5x9cv5dk8bm5j0gm0000gn/T/tmpjt2wuj8h.json -2025-07-24 16:50:00,564 - numexpr.utils - INFO - NumExpr defaulting to 12 threads. -2025-07-24 16:50:01,249 - httpx - INFO - HTTP Request: GET https://raw.githubusercontent.com/BerriAI/litellm/main/model_prices_and_context_window.json "HTTP/1.1 200 OK" -2025-07-24 16:50:02,314 - openlit - INFO - Starting openLIT initialization... -2025-07-24 16:50:02,330 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 16:50:02,881 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 16:50:02,926 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 16:50:02,926 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 16:50:02,926 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 16:50:03,179 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 16:50:03,422 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 16:50:03,422 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 16:50:03,807 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 16:50:03,808 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 16:50:04,743 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 16:50:04,746 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 16:50:04,746 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 16:50:04,746 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 16:50:04,746 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 16:50:04,746 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 16:50:04,746 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 16:50:04,746 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 16:50:04,747 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 16:50:04,747 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 16:50:04,747 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 16:50:04,747 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 16:50:04,747 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 16:50:04,747 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 16:50:04,747 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 16:50:04,747 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 16:50:04,747 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 16:50:04,748 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 16:50:04,748 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 16:50:05,485 - agent_monitoring_server.services.universal_parser - INFO - Running universal parser on trace 851edfaf-be9c-4ab9-89ae-2270db3f78b0 -2025-07-24 16:50:05,485 - agent_monitoring_server.services.universal_parser - ERROR - Error running universal parser on trace 851edfaf-be9c-4ab9-89ae-2270db3f78b0: Unknown trace format in /var/folders/64/lfz3kc9x5x9cv5dk8bm5j0gm0000gn/T/tmpe2r85xk8.json -2025-07-24 16:50:59,939 - numexpr.utils - INFO - NumExpr defaulting to 12 threads. -2025-07-24 16:51:00,584 - httpx - INFO - HTTP Request: GET https://raw.githubusercontent.com/BerriAI/litellm/main/model_prices_and_context_window.json "HTTP/1.1 200 OK" -2025-07-24 16:51:01,619 - openlit - INFO - Starting openLIT initialization... -2025-07-24 16:51:01,638 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 16:51:02,195 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 16:51:02,238 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 16:51:02,238 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 16:51:02,238 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 16:51:02,483 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 16:51:02,573 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 16:51:02,573 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 16:51:02,957 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 16:51:02,958 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 16:51:03,899 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 16:51:03,901 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 16:51:03,901 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 16:51:03,902 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 16:51:03,902 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 16:51:03,902 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 16:51:03,902 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 16:51:03,902 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 16:51:03,902 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 16:51:03,902 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 16:51:03,902 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 16:51:03,902 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 16:51:03,903 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 16:51:03,903 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 16:51:03,903 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 16:51:03,903 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 16:51:03,903 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 16:51:03,903 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 16:51:03,903 - openlit - INFO - Library for openai-agents (agents) not found. Skipping instrumentation -2025-07-24 16:51:04,639 - agent_monitoring_server.services.universal_parser - INFO - Running universal parser on trace 851edfaf-be9c-4ab9-89ae-2270db3f78b0 -2025-07-24 16:51:04,643 - agent_monitoring_server.services.universal_parser - INFO - Successfully stored schema analytics metadata for trace 851edfaf-be9c-4ab9-89ae-2270db3f78b0 -2025-07-24 16:51:04,643 - agent_monitoring_server.services.universal_parser - INFO - Stored global schema view metadata for trace 851edfaf-be9c-4ab9-89ae-2270db3f78b0 -2025-07-24 16:51:04,644 - agent_monitoring_server.services.universal_parser - INFO - Created context document: Global Schema Architecture Overview -2025-07-24 16:51:04,646 - agent_monitoring_server.services.universal_parser - INFO - Created context document: Component-to-Entity Mapping Guide -2025-07-24 16:51:04,647 - agent_monitoring_server.services.universal_parser - INFO - Created context document: Relationship Pattern Guide -2025-07-24 16:51:04,649 - agent_monitoring_server.services.universal_parser - INFO - Created context document: Domain Classification Guide -2025-07-24 16:51:04,649 - agent_monitoring_server.services.universal_parser - INFO - Successfully created 4 context documents for trace 851edfaf-be9c-4ab9-89ae-2270db3f78b0 -2025-07-24 17:10:08,628 - numexpr.utils - INFO - NumExpr defaulting to 12 threads. -2025-07-24 17:10:10,102 - openlit - INFO - Starting openLIT initialization... -2025-07-24 17:10:10,119 - opentelemetry.trace - WARNING - Overriding of current TracerProvider is not allowed -2025-07-24 17:10:10,675 - openlit - INFO - Library for vertexai (vertexai) not found. Skipping instrumentation -2025-07-24 17:10:10,816 - openlit - INFO - Library for gpt4all (gpt4all) not found. Skipping instrumentation -2025-07-24 17:10:10,816 - openlit - INFO - Library for elevenlabs (elevenlabs) not found. Skipping instrumentation -2025-07-24 17:10:10,816 - openlit - INFO - Library for vllm (vllm) not found. Skipping instrumentation -2025-07-24 17:10:11,100 - openlit - INFO - Library for azure-ai-inference (azure.ai.inference) not found. Skipping instrumentation -2025-07-24 17:10:11,203 - openlit - INFO - Library for llama_index (llama_index) not found. Skipping instrumentation -2025-07-24 17:10:11,204 - openlit - INFO - Library for haystack (haystack) not found. Skipping instrumentation -2025-07-24 17:10:11,662 - openlit - INFO - Library for pinecone (pinecone) not found. Skipping instrumentation -2025-07-24 17:10:11,663 - openlit - INFO - Library for milvus (pymilvus) not found. Skipping instrumentation -2025-07-24 17:10:12,934 - openlit - ERROR - Failed to instrument transformers: Failed to import transformers.pipelines because of the following error (look up to see its traceback): -module 'torch' has no attribute 'compiler' -2025-07-24 17:10:12,936 - openlit - INFO - Library for ag2 (ag2) not found. Skipping instrumentation -2025-07-24 17:10:12,937 - openlit - INFO - Library for multion (multion) not found. Skipping instrumentation -2025-07-24 17:10:12,937 - opentelemetry.instrumentation.instrumentor - ERROR - DependencyConflict: requested: "ag2 >= 0.3.2" but found: "None" -2025-07-24 17:10:12,937 - openlit - INFO - Library for pyautogen (pyautogen) not found. Skipping instrumentation -2025-07-24 17:10:12,937 - openlit - INFO - Library for dynamiq (dynamiq) not found. Skipping instrumentation -2025-07-24 17:10:12,937 - openlit - INFO - Library for phidata (phi) not found. Skipping instrumentation -2025-07-24 17:10:12,937 - openlit - INFO - Library for reka-api (reka) not found. Skipping instrumentation -2025-07-24 17:10:12,937 - openlit - INFO - Library for premai (premai) not found. Skipping instrumentation -2025-07-24 17:10:12,937 - openlit - INFO - Library for julep (julep) not found. Skipping instrumentation -2025-07-24 17:10:12,938 - openlit - INFO - Library for astra (astrapy) not found. Skipping instrumentation -2025-07-24 17:10:12,938 - openlit - INFO - Library for ai21 (ai21) not found. Skipping instrumentation -2025-07-24 17:10:12,938 - openlit - INFO - Library for controlflow (controlflow) not found. Skipping instrumentation -2025-07-24 17:10:12,938 - openlit - INFO - Library for assemblyai (assemblyai) not found. Skipping instrumentation -2025-07-24 17:10:12,938 - openlit - INFO - Library for crawl4ai (crawl4ai) not found. Skipping instrumentation -2025-07-24 17:10:12,938 - openlit - INFO - Library for firecrawl (firecrawl) not found. Skipping instrumentation -2025-07-24 17:10:12,938 - openlit - INFO - Library for letta (letta) not found. Skipping instrumentation -2025-07-24 17:10:12,939 - openlit - INFO - Library for together (together) not found. Skipping instrumentation -2025-07-24 17:10:12,939 - openlit - INFO - Library for openai-agents (agents) not found. 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b/backend/scripts/__pycache__/fetch_example_dataset.cpython-312.pyc deleted file mode 100644 index b2a13731e6c0589a88b98bd71d88b698c2a583e4..0000000000000000000000000000000000000000 Binary files a/backend/scripts/__pycache__/fetch_example_dataset.cpython-312.pyc and /dev/null differ diff --git a/backend/scripts/fetch_example_dataset.py b/backend/scripts/fetch_example_dataset.py deleted file mode 100644 index 81ec787e07e83faebc45390bd0438c1bbb314ba6..0000000000000000000000000000000000000000 --- a/backend/scripts/fetch_example_dataset.py +++ /dev/null @@ -1,88 +0,0 @@ -#!/usr/bin/env python -"""Download Who_and_When dataset subsets and store canonicalised traces. -Run with `python -m server.scripts.fetch_example_dataset`. -""" -from __future__ import annotations - -import json -import os -from pathlib import Path -from typing import Literal - -from datasets import load_dataset - -SUBSETS: list[str] = ["Algorithm-Generated", "Hand-Crafted"] -OUTPUT_DIR = Path(__file__).resolve().parent.parent.parent / "datasets" / "example_traces" - - -def _trace_from_history(history: list[dict]) -> str: - """Convert HuggingFace chat history to plain multiline trace.""" - lines: list[str] = [] - for msg in history: - role = msg.get("role", msg.get("name", "assistant")) - content = (msg.get("content") or "").replace("\n", " ").strip() - role_lower = role.lower() if isinstance(role, str) else "assistant" - lines.append(f"{role_lower}: {content}") - return "\n".join(lines) - - -def dump_subset(subset: str, force: bool = False) -> None: - slug = subset.lower().replace(" ", "_") - out_path = OUTPUT_DIR / f"{slug}.jsonl" - if out_path.exists() and not force: - print(f"{out_path} already exists – skip. Use --force to overwrite.") - return - - ds = load_dataset("Kevin355/Who_and_When", subset, split="train") - OUTPUT_DIR.mkdir(parents=True, exist_ok=True) - with out_path.open("w", encoding="utf-8") as f: - for idx, row in enumerate(ds): - trace = json.dumps(row["history"], ensure_ascii=False) - # derive agent name (first assistant message prefix of content before colon) - agents_set: set[str] = set() - for m in row["history"]: - # Prefer explicit name field (used in algorithm-generated subset) - name = m.get("name") - if name: - agents_set.add(str(name)) - continue - - # Fallback: derive from role when name is absent (hand-crafted subset) - role = str(m.get("role", "")).strip() - # Skip human/user roles – we only care about agent/tool names - if role and role.lower() not in {"human", "user"}: - # Preserve original casing for readability - agents_set.add(role) - agent = sorted(agents_set)[0] if agents_set else None - obj = { - "id": idx, - "subset": subset, - "mistake_step": int(row.get("mistake_step", -1)), - "question": row.get("question", ""), - "agent": agent, - "agents": sorted(list(agents_set)), - "trace": trace, - # NEW: Add failure analysis fields - "is_correct": bool(row.get("is_correct", False)), - "question_id": row.get("question_ID", ""), - "ground_truth": row.get("ground_truth", ""), - "mistake_agent": row.get("mistake_agent", ""), - "mistake_reason": row.get("mistake_reason", ""), # This is the key field for failure analysis! - } - f.write(json.dumps(obj, ensure_ascii=False) + "\n") - print(f"Wrote {idx + 1} examples → {out_path.relative_to(Path.cwd())}") - - -def main(): - import argparse - - parser = argparse.ArgumentParser(description="Fetch Who_and_When example traces") - parser.add_argument("--force", action="store_true", help="Overwrite existing files") - args = parser.parse_args() - - for subset in SUBSETS: - dump_subset(subset, force=args.force) - - -if __name__ == "__main__": - main() \ No newline at end of file diff --git a/backend/scripts/fetch_langfuse_logs.py b/backend/scripts/fetch_langfuse_logs.py deleted file mode 100644 index 5fed0772f8ba277b5011f4749cdf06404d74b224..0000000000000000000000000000000000000000 --- a/backend/scripts/fetch_langfuse_logs.py +++ /dev/null @@ -1,263 +0,0 @@ -#!/usr/bin/env python3 -""" -Script to fetch all Langfuse logs including detailed observations for each trace. -""" -import os -import json -import argparse -import time -from datetime import datetime -from langfuse import Langfuse -from utils.config import LANGFUSE_PUBLIC_KEY, LANGFUSE_SECRET_KEY, LANGFUSE_HOST -import base64 - - -# Langfuse credentials -LANGFUSE_PUBLIC_KEY = "pk-lf-fb12410e-58ba-44b1-bc03-01cb26de076e" -LANGFUSE_SECRET_KEY = "sk-lf-a37fb02d-e1f3-4fe6-822b-21336aa946bd" -LANGFUSE_HOST = "https://cloud.langfuse.com" - -# Create base64 encoded auth string -LANGFUSE_AUTH = base64.b64encode(f"{LANGFUSE_PUBLIC_KEY}:{LANGFUSE_SECRET_KEY}".encode()).decode() - -# Set environment variables for OpenTelemetry -os.environ["OTEL_EXPORTER_OTLP_ENDPOINT"] = f"{LANGFUSE_HOST}/api/public/otel" -os.environ["OTEL_EXPORTER_OTLP_HEADERS"] = f"Authorization=Basic {LANGFUSE_AUTH}" - - -def initialize_langfuse(): - """Initialize and return the Langfuse client.""" - return Langfuse( - secret_key=LANGFUSE_SECRET_KEY, - public_key=LANGFUSE_PUBLIC_KEY, - host=LANGFUSE_HOST - ) - -# Helper function to convert objects to JSON-serializable format -def convert_to_serializable(obj): - """Convert an object to a JSON-serializable format.""" - if isinstance(obj, dict): - return {k: convert_to_serializable(v) for k, v in obj.items()} - elif isinstance(obj, list): - return [convert_to_serializable(item) for item in obj] - elif isinstance(obj, (str, int, float, bool, type(None))): - return obj - elif isinstance(obj, datetime): - return obj.isoformat() - elif hasattr(obj, 'model_dump'): - return convert_to_serializable(obj.model_dump()) - elif hasattr(obj, 'to_dict'): - return convert_to_serializable(obj.to_dict()) - elif hasattr(obj, '__dict__'): - return convert_to_serializable(obj.__dict__) - else: - return str(obj) - -def fetch_trace_with_details(trace_id, langfuse, retry_delay=1.0, max_retries=3): - """Fetch detailed information for a specific trace including all observations.""" - for attempt in range(max_retries): - try: - # First, get the full trace details - trace_response = langfuse.fetch_trace(trace_id) - trace = convert_to_serializable(trace_response) - - # Add a delay to avoid hitting rate limits - time.sleep(retry_delay) - - # Then, fetch all observations for this trace - try: - observations_response = langfuse.fetch_observations(trace_id=trace_id, limit=100) - - # Process the observations response - observations = [] - if hasattr(observations_response, 'data'): - observations = convert_to_serializable(observations_response.data) - elif hasattr(observations_response, 'model_dump'): - observations_dict = convert_to_serializable(observations_response.model_dump()) - if isinstance(observations_dict, dict) and 'data' in observations_dict: - observations = observations_dict['data'] - - # Add only the first observation to the trace - if observations and len(observations) > 0: - trace['observations'] = [observations[0]] - else: - trace['observations'] = [] - except Exception as e: - print(f"Warning: Could not fetch observations for trace {trace_id}: {str(e)}") - trace['observations'] = [] - - return trace - except Exception as e: - if "rate limit exceeded" in str(e).lower() and attempt < max_retries - 1: - wait_time = retry_delay * (attempt + 1) # Exponential backoff - print(f"Rate limit hit, waiting {wait_time} seconds before retry {attempt + 1}/{max_retries}") - time.sleep(wait_time) - else: - print(f"Error fetching details for trace {trace_id}: {str(e)}") - return None - -def fetch_all_logs(output_dir="./logs", limit=20, fetch_details=True, retry_delay=1.0, keys=None): - """ - Fetch all traces from Langfuse, including their detailed observations. - - Args: - output_dir (str): Directory to save the logs - limit (int): Maximum number of traces to fetch - fetch_details (bool): Whether to fetch detailed observations for each trace - retry_delay (float): Delay between API calls to avoid rate limiting - keys (list): List of keys to extract and save in the output - - Returns: - tuple: (filepath, traces) - """ - # Create output directory if it doesn't exist - os.makedirs(output_dir, exist_ok=True) - - # Initialize Langfuse client - langfuse = initialize_langfuse() - - # Langfuse API has a maximum limit of 100 per request, so we need to paginate - max_api_limit = 100 - current_limit = min(max_api_limit, limit) - total_fetched = 0 - page = 1 # Start with page 1 (Langfuse uses 1-indexed pages) - all_traces = [] - - # Fetch traces in batches until we reach the limit - print(f"Fetching up to {limit} traces from Langfuse (max 100 per request)...") - - while total_fetched < limit: - print(f"Fetching traces {total_fetched+1}-{min(total_fetched+current_limit, limit)} (page {page})...") - try: - # Use page parameter instead of offset - traces_response = langfuse.fetch_traces(limit=current_limit, page=page) - - # Convert the response to a list of dictionaries - batch_traces = [] - - try: - if hasattr(traces_response, 'data'): - batch_traces = convert_to_serializable(traces_response.data) - elif hasattr(traces_response, 'model_dump'): - traces_dict = convert_to_serializable(traces_response.model_dump()) - if isinstance(traces_dict, dict) and 'data' in traces_dict: - batch_traces = traces_dict['data'] - else: - batch_traces = [traces_dict] - elif hasattr(traces_response, 'to_dict'): - traces_dict = convert_to_serializable(traces_response.to_dict()) - if isinstance(traces_dict, dict) and 'data' in traces_dict: - batch_traces = traces_dict['data'] - else: - batch_traces = [traces_dict] - else: - batch_traces = [{'response': convert_to_serializable(traces_response)}] - except Exception as e: - print(f"Warning: Exception during conversion: {str(e)}") - batch_traces = [{'error': 'Could not convert response'}] - - # Add the traces from this batch to our list - all_traces.extend(batch_traces) - - # If we got fewer traces than requested, we've reached the end - if len(batch_traces) < current_limit: - break - - # Update for the next batch - total_fetched += len(batch_traces) - page += 1 - - # If we have enough traces, stop - if len(all_traces) >= limit: - all_traces = all_traces[:limit] # Trim to exact limit - break - - # Add a delay to avoid rate limits - time.sleep(retry_delay) - - except Exception as e: - print(f"Error fetching traces: {str(e)}") - break - - print(f"Found {len(all_traces)} traces") - - # If requested, fetch detailed information for each trace - if fetch_details and all_traces: - print(f"Fetching detailed information for each trace (including observations)...") - print(f"Using a {retry_delay} second delay between API calls to avoid rate limiting...") - detailed_traces = [] - - for i, trace in enumerate(all_traces): - if 'id' in trace: - print(f"Fetching details for trace {i+1}/{len(all_traces)}: {trace['id']}") - detailed_trace = fetch_trace_with_details(trace['id'], langfuse, retry_delay) - if detailed_trace: - detailed_traces.append(detailed_trace) - else: - # If details fetch failed, keep the original trace and add empty observations - trace['observations'] = [] - detailed_traces.append(trace) - else: - print(f"Warning: Trace at index {i} has no ID, skipping details") - trace['observations'] = [] - detailed_traces.append(trace) - - # Add a delay between fetches to avoid rate limits - if i < len(all_traces) - 1: - time.sleep(retry_delay) - - all_traces = detailed_traces - - # # Filter the traces to only include specified keys if keys are provided - # if keys: - # filtered_traces = [] - # for trace in all_traces: - # filtered_trace = {} - # if 'data' in trace: - # filtered_trace['data'] = {k: v for k, v in trace['data'].items() if k in keys} - # if 'observations' in trace and trace['observations']: - # filtered_trace['observations'] = [] - # for obs in trace['observations']: - # filtered_obs = {k: v for k, v in obs.items() if k in keys} - # if filtered_obs: # Only add if there are matching keys - # filtered_trace['observations'].append(filtered_obs) - # if filtered_trace: # Only add if there are matching keys - # filtered_traces.append(filtered_trace) - # all_traces = filtered_traces - - # Save traces to a JSON file - timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") - filename = f"langfuse_traces_with_details_{timestamp}.json" - - filepath = os.path.join(output_dir, filename) - - with open(filepath, 'w') as f: - json.dump(all_traces, f, indent=2) - - print(f"Saved {len(all_traces)} traces with all details to {filepath}") - - return filepath, all_traces - - -def main(): - parser = argparse.ArgumentParser(description='Fetch all Langfuse logs with detailed observations') - parser.add_argument('--limit', type=int, default=5, help='Maximum number of traces to fetch') - parser.add_argument('--output', default='./logs', help='Output directory') - parser.add_argument('--no-details', action='store_true', help='Skip fetching detailed observations for each trace') - parser.add_argument('--delay', type=float, default=2.0, help='Delay between API calls in seconds (to avoid rate limiting)') - #parser.add_argument('--keys', nargs='+', default=['latency', 'usage', 'model', 'input', 'output', 'model_parameters'], - # help='Specific keys to extract from the logs (e.g., "latency usage model input output model_parameters")') - - args = parser.parse_args() - - filepath, traces = fetch_all_logs( - output_dir=args.output, - limit=args.limit, - fetch_details=not args.no_details, - retry_delay=args.delay, - #keys=args.keys - ) - - -if __name__ == "__main__": - main() \ No newline at end of file diff --git a/backend/scripts/langsmith_exporter.py b/backend/scripts/langsmith_exporter.py deleted file mode 100644 index 9fb5baa2f55aac0c06a385ba3903f32d9ee1825b..0000000000000000000000000000000000000000 --- a/backend/scripts/langsmith_exporter.py +++ /dev/null @@ -1,212 +0,0 @@ -#!/usr/bin/env python3 -""" -LangSmith Trace Exporter -Export all traces from LangSmith account to individual JSON files -""" - -import argparse -import json -import sys -from datetime import datetime -from pathlib import Path -from typing import Optional - -try: - from langsmith import Client -except ImportError: - print("Error: langsmith package not found. Install with: pip install langsmith") - sys.exit(1) - - -def setup_export_directory() -> Path: - """Create export directory with timestamp""" - timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") - export_dir = Path(f"langsmith_export_{timestamp}") - export_dir.mkdir(exist_ok=True) - return export_dir - - -def sanitize_filename(name: str) -> str: - """Sanitize string for use as filename""" - # Replace invalid characters with underscore - invalid_chars = '<>:"/\\|?*' - for char in invalid_chars: - name = name.replace(char, '_') - return name[:50] # Limit length - - -def export_project_traces(client: Client, project_name: str, export_dir: Path) -> int: - """Export all runs from a specific project - each run with all its traces""" - print(f"Exporting project: {project_name}") - - project_dir = export_dir / sanitize_filename(project_name) - project_dir.mkdir(exist_ok=True) - - run_count = 0 - try: - # Get all runs (top-level runs only) - force no limit to get everything - traces = client.list_runs( - project_name=project_name, - is_root=True, - limit=None # Explicitly no limit to get all runs - ) - - for trace in traces: - run_count += 1 - - # Create filename with run info - trace_name = getattr(trace, 'name', 'unnamed') - trace_id = str(trace.id) - filename = f"{sanitize_filename(trace_name)}_{trace_id[:8]}.json" - - # Get all traces for this run (including nested children) - all_runs = [] - try: - # Get the root run and all its children - trace_runs = client.list_runs(project_name=project_name, trace_id=trace_id) - trace_list = list(trace_runs) - - # Sort traces by start_time descending (latest first) - sorted_traces = sorted(trace_list, key=lambda t: getattr(t, 'start_time', None) or datetime.min) - - for trace_run in sorted_traces: - trace_data = trace_run.dict() if hasattr(trace_run, 'dict') else dict(trace_run) - all_runs.append(trace_data) - except Exception as e: - print(f" Warning: Could not get child traces for run {trace_id}: {e}") - # Fallback to just the main run - trace_data = trace.dict() if hasattr(trace, 'dict') else dict(trace) - all_runs = [trace_data] - - # Save run with all its traces as JSON list - run_export = { - "trace_id": trace_id, - "trace_name": trace_name, - "project_name": project_name, - "export_time": datetime.now().isoformat(), - "total_runs": len(all_runs), - "runs": all_runs - } - - file_path = project_dir / filename - with open(file_path, 'w', encoding='utf-8') as f: - json.dump(run_export, f, ensure_ascii=False, indent=2, default=str) - - if run_count % 10 == 0: - print(f" Exported {run_count} runs...") - - except Exception as e: - print(f"Error exporting project {project_name}: {e}") - return run_count - - print(f" Total runs exported: {run_count}") - return run_count - - -def export_all_traces(api_key: str, base_url: Optional[str] = None, project_name: Optional[str] = None) -> None: - """Export traces from LangSmith account""" - - # Initialize LangSmith client - try: - if base_url: - client = Client(api_key=api_key, api_url=base_url) - else: - client = Client(api_key=api_key) - print("Connected to LangSmith successfully") - except Exception as e: - print(f"Error connecting to LangSmith: {e}") - sys.exit(1) - - # Setup export directory - export_dir = setup_export_directory() - print(f"Export directory: {export_dir}") - - # Get projects to export - total_runs = 0 - if project_name: - # Export specific project - try: - print(f"Exporting specific project: {project_name}") - run_count = export_project_traces(client, project_name, export_dir) - total_runs += run_count - projects = [type('Project', (), {'name': project_name, 'id': 'unknown'})()] - except Exception as e: - print(f"Error exporting project {project_name}: {e}") - sys.exit(1) - else: - try: - projects = list(client.list_projects()) - print(f"Found {len(projects)} projects") - except Exception as e: - print(f"Error listing projects: {e}") - sys.exit(1) - - for project in projects: - proj_name = project.name - if not proj_name: - print(f"Skipping project with no name (ID: {project.id})") - continue - run_count = export_project_traces(client, proj_name, export_dir) - total_runs += run_count - - # Create summary file - summary = { - "export_timestamp": datetime.now().isoformat(), - "total_projects": len(projects), - "total_runs_exported": total_runs, - "projects": [{"name": p.name, "id": str(p.id)} for p in projects] - } - - summary_path = export_dir / "export_summary.json" - with open(summary_path, 'w', encoding='utf-8') as f: - json.dump(summary, f, ensure_ascii=False, indent=2) - - print("\n✅ Export completed!") - print(f"Total projects: {len(projects)}") - print(f"Total runs exported: {total_runs}") - print(f"Export directory: {export_dir}") - - -def main(): - parser = argparse.ArgumentParser( - description="Export all traces from LangSmith account to JSON files" - ) - - parser.add_argument( - "--token", - required=True, - help="LangSmith API token" - ) - - parser.add_argument( - "--base-url", - help="LangSmith base URL (optional, defaults to cloud)" - ) - - parser.add_argument( - "--project", - help="Specific project name to export (optional, exports all projects if not specified)" - ) - - args = parser.parse_args() - - # Validate token - if not args.token or len(args.token.strip()) == 0: - print("Error: Valid API token is required") - sys.exit(1) - - print("🚀 Starting LangSmith trace export...") - print(f"Token: {args.token[:10]}..." if len(args.token) > 10 else f"Token: {args.token}") - - try: - export_all_traces(args.token.strip(), args.base_url, args.project) - except KeyboardInterrupt: - print("\n❌ Export cancelled by user") - sys.exit(1) - except Exception as e: - print(f"❌ Export failed: {e}") - sys.exit(1) - - -if __name__ == "__main__": - main() diff --git a/backend/services/__pycache__/__init__.cpython-311.pyc b/backend/services/__pycache__/__init__.cpython-311.pyc deleted file mode 100644 index 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file mode 100644 index c4b2cc5df107e99d468b532748f796f0760f48f5..0000000000000000000000000000000000000000 --- a/dependency-analysis.md +++ /dev/null @@ -1,150 +0,0 @@ -# 🔍 AgentGraph 依赖项分析报告 - -## 📊 现状概览 - -- **总依赖数**: 30 个包 -- **当前镜像大小**: 4.27GB -- **部署环境**: Hugging Face Spaces (Docker) - -## 📋 依赖使用情况分析 - -### ✅ 高使用率 - 核心必需 - -| 依赖包 | 使用文件数 | 状态 | 说明 | -| ------------------- | ---------- | ------- | ------------ | -| `fastapi>=0.115.0` | 20+ | 🟢 必需 | Web 框架核心 | -| `sqlalchemy>=2.0.0` | 36+ | 🟢 必需 | 数据库 ORM | -| `pydantic>=2.10.0` | 36+ | 🟢 必需 | 数据验证 | -| `langfuse>=3.0.0` | 15+ | 🟢 必需 | AI 监控 | -| `langsmith>=0.3.38` | 12+ | 🟢 必需 | LLM 追踪 | -| `pandas>=1.3` | 10+ | 🟢 必需 | 数据处理 | -| `scikit-learn>=1.0` | 6+ | 🟢 必需 | 机器学习 | -| `openai>=1.76.2` | 7+ | 🟢 必需 | LLM API | - -### 🟡 中等使用率 - 功能相关 - -| 依赖包 | 使用文件数 | 状态 | 说明 | -| ----------------- | ---------- | --------- | ------------- | -| `dowhy>=0.12` | 3+ | 🟡 可选 | 因果分析功能 | -| `openlit>=1.33.0` | 3+ | 🟡 可选 | 监控工具 | -| `crewai>=0.108.0` | 2+ | 🟡 功能性 | 多 agent 系统 | - -### ❌ 低使用率 - 可优化 - -| 依赖包 | 使用文件数 | 状态 | 建议 | -| ------------------------ | ---------- | ----------- | ---------------------------- | -| `bottleneck>=1.3,<2.0.0` | 0 | 🔴 移除 | 未使用的 pandas 加速 | -| `pydot>=3.0.4` | 0 | 🔴 移除 | 图形绘制未使用 | -| `openai-agents==0.2.4` | 0 | 🔴 移除 | 未使用的 agent 框架 | -| `fire>=0.7.0` | 1 | 🟡 考虑移除 | CLI 工具，部署环境不需要 | -| `datasets>=3.6.0` | 1 | 🟡 考虑移除 | HuggingFace 数据集，使用率低 | - -## 🎯 优化建议 - -### 📦 立即移除 (节省 ~500MB) - -```toml -# 移除这些未使用的依赖 -# "bottleneck>=1.3,<2.0.0", # 未使用 -# "pydot>=3.0.4", # 未使用 -# "openai-agents==0.2.4", # 未使用 -``` - -### 🔧 条件移除 (节省 ~200MB) - -```toml -# 如果不需要CLI功能，可移除 -# "fire>=0.7.0", # 仅CLI使用 - -# 如果不使用HuggingFace数据集加载，可移除 -# "datasets>=3.6.0", # 使用率低 -``` - -### 🎨 功能性可选 (节省 ~800MB) - -```toml -# 如果不需要因果分析功能，可移除 -# "dowhy>=0.12", # 因果分析 -# "scipy>=1.7,<2.0.0", # dowhy依赖 - -# 如果不需要额外监控，可移除 -# "openlit>=1.33.0", # 监控工具 -``` - -## 📋 优化后的最小依赖集 - -### 🎯 核心运行时依赖 (约 2GB) - -```toml -dependencies = [ - # Web框架核心 - "fastapi>=0.115.0", - "uvicorn>=0.34.0", - "httpx>=0.27.0", - "python-multipart>=0.0.6,<1.0.0", - - # 数据层 - "sqlalchemy>=2.0.0", - "pydantic>=2.10.0", - - # AI/LLM核心 - "openai>=1.76.2", - "tiktoken>=0.9.0", - "langfuse>=3.0.0", - "langsmith>=0.3.38", - "litellm>=1.60.0", - "crewai>=0.108.0", - "crewai-tools>=0.38.1", - - # 数据处理核心 - "pandas>=1.3", - "numpy>=1.23,<2.0.0", - "scikit-learn>=1.0", - - # 基础工具 - "python-dotenv>=1.0.0", - "jinja2>=3.1.2", - "psutil>=7.0.0", -] -``` - -## 🚀 部署优化步骤 - -### 1️⃣ 立即优化 (安全移除) - -```bash -# 移除确认未使用的依赖 -# 预计节省: 500MB, 构建时间: -2分钟 -``` - -### 2️⃣ 功能评估优化 - -```bash -# 评估是否需要因果分析、CLI工具等功能 -# 预计节省: 1GB, 构建时间: -3分钟 -``` - -### 3️⃣ 最小化部署 - -```bash -# 仅保留核心运行时依赖 -# 预计最终镜像: ~2GB (当前: 4.27GB) -# 构建时间: ~3-4分钟 (当前: 5-8分钟) -``` - -## 💡 建议的实施策略 - -1. **阶段 1**: 立即移除未使用依赖 (`bottleneck`, `pydot`, `openai-agents`) -2. **阶段 2**: 评估功能需求，移除可选依赖 -3. **阶段 3**: 创建生产环境专用的最小依赖配置 - -## ⚠️ 注意事项 - -- 移除依赖前先在本地测试 -- 某些依赖可能被间接使用 -- 考虑创建开发和生产两套依赖配置 -- 监控移除后的功能完整性 - ---- - -**总结**: 通过合理的依赖优化，可以将 Docker 镜像从 4.27GB 缩减到约 2GB，构建时间从 5-8 分钟缩减到 3-4 分钟。 diff --git a/deploy.sh b/deploy.sh old mode 100755 new mode 100644 index 81b9d5143ec1aec605ae70ba9eb87f42d7720950..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 --- a/deploy.sh +++ b/deploy.sh @@ -1,47 +0,0 @@ -#!/bin/bash - -# 🚀 AgentGraph 部署到 Hugging Face Spaces - -echo "🚀 开始部署 AgentGraph 到 Hugging Face Spaces..." -echo "" - -# 检查是否在正确目录 -if [ ! -f "Dockerfile" ] || [ ! -f "main.py" ]; then - echo "❌ 错误：请在 huggingface/AgentGraph 目录中运行此脚本" - exit 1 -fi - -echo "📋 准备提交文件..." - -# 添加所有文件到git -git add . - -echo "💬 创建提交..." -git commit -m "🚀 Deploy AgentGraph: Complete agent monitoring and knowledge graph system - -Features: -- 📊 Real-time agent monitoring dashboard -- 🕸️ Knowledge graph extraction from traces -- 📈 Interactive visualizations and analytics -- 🔄 Multi-agent system with CrewAI -- 🎨 Modern React + FastAPI architecture - -Ready for Docker deployment on HF Spaces (port 7860)" - -echo "🔄 推送到 Hugging Face..." -git push - 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