Fix CrewAI compatibility and agent input parameter extraction

solved chatllm problems

final commits

Added fixed agent to agent communication

Fix: Update last_activity only for user messages

Fix: Add missing generate_message_id function to schemas.py

Refactor: Use MongoDB _id for messages, pipeline_id_index for components, standardize outputs to result:{text:{}} format

feat: API response corrections - add message_id, component tracking, and error handling

Update services/pipeline_executor.py

Update services/pipeline_executor.py

feat: Implement V3 S3 Architecture - Complete Refactor

feat: Unified pipeline lifecycle - single S3 file per pipeline - Pipeline now stored in S3 with pipeline_id at creation - Proposals stored in S3, only reference in MongoDB - Results appended to same S3 file on completion - Workflow save uses pipeline_id, works at any stage - pipelines_history now in session API response

feat: Add V3 API endpoints with file metadata - sessions list, history, and pipeline executions

fix: Chat name generation now only happens once per session

fix: Gracefully handle missing pipeline records in executor

feat: Implement V3 Architecture - S3 + Normalized MongoDB

Update services/session_manager.py

Update services/pipeline_executor.py

making sure end page always greater than start page and in the same seeing getting the same value output even if the pipeline generated is different

Update services/pipeline_executor.py

Update services/pipeline_executor.py

Update services/pipeline_generator.py

Update services/intent_classifier.py

Create intent_classifier.py

Update services/pipeline_executor.py

Update services/pipeline_executor.py

Update services/pipeline_executor.py

langchain sends the reques in specific format and bedrock doesnt allow it, so the request doesnt reaches mistral and now manual calling

Update services/pipeline_executor.py

Update services/pipeline_executor.py

Update services/pipeline_executor.py

Update services/pipeline_executor.py

Update services/pipeline_executor.py

Update services/pipeline_generator.py

Update services/agent_langchain.py

Update services/pipeline_executor.py

Update services/pipeline_executor.py

Update services/pipeline_executor.py

Update services/pipeline_executor.py

Update services/pipeline_executor.py

Update services/session_manager.py

Update services/agent_langchain.py

Update services/master_tools.py

Update services/masterllm.py

Update services/mcp_server.py

Update services/pipeline_executor.py

Update services/pipeline_generator.py

Update services/agent_crewai.py

Update services/agent_crewai.py

Update services/agent_crewai.py