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Update main.py
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main.py
CHANGED
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@@ -51,7 +51,7 @@ qdrant_service = QdrantVectorService(
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print(f"✓ Qdrant collection: {collection_name}")
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# MongoDB connection
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mongodb_uri = os.getenv("MONGODB_URI"
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mongo_client = MongoClient(mongodb_uri)
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db = mongo_client[os.getenv("MONGODB_DB_NAME", "chatbot_rag")]
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documents_collection = db["documents"]
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@@ -69,7 +69,6 @@ advanced_rag = AdvancedRAG(
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qdrant_service=qdrant_service
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)
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print("✓ Advanced RAG pipeline initialized (with Cross-Encoder)")
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print(" QDRANTURL:", os.getenv(" QDRANT_URL"), " QDRANT_KEY:",os.getenv("QDRANT_API_KEY"), " MONGODB_URI:", os.getenv("MONGODB_URI"), " MongoDBName: ", os.getenv("MONGODB_DB_NAME"), " MONGODB_COLLECTION_NAME:", os.getenv("MONGODB_COLLECTION_NAME"), " MODEL_PATH:", os.getenv("MODEL_PATH"))
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# Initialize CAG Service (Semantic Cache)
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try:
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cag_service = CAGService(
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print(f"✓ Qdrant collection: {collection_name}")
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# MongoDB connection
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mongodb_uri = os.getenv("MONGODB_URI")
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mongo_client = MongoClient(mongodb_uri)
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db = mongo_client[os.getenv("MONGODB_DB_NAME", "chatbot_rag")]
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documents_collection = db["documents"]
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qdrant_service=qdrant_service
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)
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print("✓ Advanced RAG pipeline initialized (with Cross-Encoder)")
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# Initialize CAG Service (Semantic Cache)
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try:
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cag_service = CAGService(
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