Update agent.py

agent.py

@@ -192,13 +192,12 @@ for task in tasks:
 embedding_model = HuggingFaceEmbeddings(model_name="sentence-transformers/all-mpnet-base-v2")
 
 # Create FAISS VectorStore from documents
-vector_store = FAISS.from_documents(docs, embedding_model)
+#vector_store = FAISS.from_documents(docs, embedding_model)
+vector_store = FAISS.load_local("faiss_index", embedding_model)
 
 # Save the FAISS index locally
 vector_store.save_local("faiss_index")
 
-#print("✅ FAISS index created and saved locally.")
-
 
 
 # -------------------------------