Update app.py

app.py

@@ -13,7 +13,10 @@ from langchain.chains import create_retrieval_chain
 
 # Set up Inference Client
 client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
+embeddings = HuggingFaceEmbeddings()
 
+# Load the vector database with embeddings
+vectorstore = FAISS.load_local("vectorstore.db", embeddings=embeddings)
 # Load the vector database
 vectorstore = FAISS.load_local("vectorstore.db")
 retriever = vectorstore.as_retriever()