Update app.py

app.py

@@ -13,13 +13,13 @@ from sentence_transformers import SentenceTransformer
 
 embeddings = OpenAIEmbeddings()
 
-#embedding_function = SentenceTransformer("BAAI/bge-large-en-v1.5")
+embedding_function = SentenceTransformer("BAAI/bge-large-en-v1.5")
 
 # Set the OpenAI API key
 openai.api_key = os.getenv("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")
 
 # Load the FAISS index using LangChain's FAISS implementation
-db = FAISS.load_local("Faiss", embeddings, allow_dangerous_deserialization=True)
+db = FAISS.load_local("Faiss_indexes", embedding_function, allow_dangerous_deserialization=True)
 parser = StrOutputParser()
 
 # Load your data (e.g., a DataFrame)