akryldigital commited on
Commit
6d88948
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verified Β·
1 Parent(s): 10e0cd0

add extra import handling

Browse files
Files changed (1) hide show
  1. multi_agent_chatbot.py +22 -9
multi_agent_chatbot.py CHANGED
@@ -8,8 +8,6 @@ This system implements a 3-agent architecture:
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  Each agent has specialized prompts and responsibilities.
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  """
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-
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- import os
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  import json
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  import time
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  import logging
@@ -19,7 +17,6 @@ from dataclasses import dataclass
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  from typing import Dict, List, Any, Optional, TypedDict
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- import re
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  from langchain_core.tools import tool
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  from langgraph.graph import StateGraph, END
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  from langchain_core.messages import HumanMessage, AIMessage, SystemMessage
@@ -110,15 +107,31 @@ class MultiAgentRAGChatbot:
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  # Initialize pipeline manager early to load models
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  logger.info("πŸ”„ Initializing pipeline manager and loading models...")
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- self.pipeline_manager = PipelineManager(self.config)
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- logger.info("βœ… Pipeline manager initialized and models loaded")
 
 
 
 
 
 
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  # Connect to vector store
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  logger.info("πŸ”„ Connecting to vector store...")
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- if not self.pipeline_manager.connect_vectorstore():
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- logger.error("❌ Failed to connect to vector store")
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- raise RuntimeError("Vector store connection failed")
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- logger.info("βœ… Vector store connected successfully")
 
 
 
 
 
 
 
 
 
 
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  # Load dynamic data
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  self._load_dynamic_data()
 
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  Each agent has specialized prompts and responsibilities.
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  """
 
 
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  import json
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  import time
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  import logging
 
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  from typing import Dict, List, Any, Optional, TypedDict
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  from langchain_core.tools import tool
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  from langgraph.graph import StateGraph, END
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  from langchain_core.messages import HumanMessage, AIMessage, SystemMessage
 
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  # Initialize pipeline manager early to load models
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  logger.info("πŸ”„ Initializing pipeline manager and loading models...")
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+ try:
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+ self.pipeline_manager = PipelineManager(self.config)
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+ logger.info("βœ… Pipeline manager initialized and models loaded")
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+ except Exception as e:
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+ logger.error(f"❌ Failed to initialize pipeline manager: {e}")
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+ import traceback
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+ traceback.print_exc()
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+ raise RuntimeError(f"Pipeline manager initialization failed: {e}")
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  # Connect to vector store
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  logger.info("πŸ”„ Connecting to vector store...")
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+ try:
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+ if not self.pipeline_manager.connect_vectorstore():
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+ logger.error("❌ Failed to connect to vector store")
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+ logger.error("πŸ’‘ Check that QDRANT_API_KEY environment variable is set")
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+ logger.error("πŸ’‘ Check that Qdrant URL and collection name are correct in config")
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+ raise RuntimeError("Vector store connection failed")
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+ logger.info("βœ… Vector store connected successfully")
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+ except RuntimeError:
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+ raise # Re-raise RuntimeError as-is
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+ except Exception as e:
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+ logger.error(f"❌ Error during vector store connection: {e}")
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+ import traceback
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+ traceback.print_exc()
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+ raise RuntimeError(f"Vector store connection failed: {e}")
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  # Load dynamic data
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  self._load_dynamic_data()