Update app.py

app.py

@@ -38,7 +38,7 @@ def get_text_chunks(text):
 def get_vector_store(text_chunks):
     embeddings = GoogleGenerativeAIEmbeddings(model = "models/embedding-001")
     vector_store = FAISS.from_texts(text_chunks, embedding=embeddings)
-    vector_store.save_local("faiss_index")
+    # vector_store.save_local("faiss_index")
 
 
 def get_conversational_chain():
@@ -65,8 +65,8 @@ def get_conversational_chain():
 def user_input(user_question):
     embeddings = GoogleGenerativeAIEmbeddings(model = "models/embedding-001")
     
-    new_db = FAISS.load_local("faiss_index", embeddings)
-    docs = new_db.similarity_search(user_question)
+    # new_db = FAISS.load_local("faiss_index", embeddings)
+    docs = vector_store.similarity_search(user_question)
 
     chain = get_conversational_chain()