Update app.py

app.py

@@ -71,9 +71,9 @@ def main():
             #st.write(docs)
             #chain = load_qa_chain(llm=llm, chain_type="stuff")
             #response = chain.run(input_documents=docs, question=query)
-            retriever=vector_store.as_retriever()
-            st.write(retriever)
-            chain = RetrievalQA.from_chain_type(llm=llm,chain_type="stuff",retriever=retriever[0])
+            retriever=vector_store.asimilarity_search(query)
+            st.write(retriever[0].page_content)
+            chain = RetrievalQA.from_chain_type(llm=llm,chain_type="stuff",retriever=retriever[0].page_content)
             response = chain.run(query)
             st.write(response)