Update app.py

app.py

@@ -106,7 +106,7 @@ def predict(user_input,company):
 
     # Create context_for_query
     user_input = user_input
-    relevant_document_chunks = vectorstore_retriever.similarity_search(user_input,k=5,filter={"source":filter_company})
+    relevant_document_chunks = vectorstore_retriever.get_relevant_documents(user_input,k=5,filter={"source":filter_company})
     context_list = [d.page_content for d in relevant_document_chunks]
     context_for_query = ". ".join(context_list)