Upload app.py

app.py

@@ -22,34 +22,6 @@ st.markdown(
     unsafe_allow_html=True
 )
 
-# # Submit Button
-# if st.button("Submit"):
-#     start_time = time.time()
-#     retrieved_documents = retrieve_documents_hybrid(question, 10)  
-#     response = generate_response_from_document(question, retrieved_documents)
-#     end_time = time.time()
-#     time_taken_for_response = end_time-start_time
-# else:
-#     response = ""
-
-# # Response Section
-# st.subheader("Response")
-# st.text_area("Generated Response:", value=response, height=150, disabled=True)
-
-# # Metrics Section
-# st.subheader("Metrics")
-
-# col1, col2 = st.columns([1, 3])  # Creating two columns for button and metrics display
-
-# with col1:
-#     if st.button("Calculate Metrics"):
-#         metrics = calculate_metrics(question, response, retrieved_documents, time_taken_for_response)
-#     else:
-#         metrics = ""
-
-# with col2:
-#     st.text_area("Metrics:", value=metrics, height=100, disabled=True)
-
 # Initialize session state
 if "recent_questions" not in st.session_state:
     st.session_state.recent_questions = [] #load_recent_questions()
@@ -120,7 +92,7 @@ if st.button("Submit"):
         st.session_state.metrics = {}
         st.session_state.response = ""
         st.session_state.query_dataset =  find_query_dataset(question)
-        st.session_state.retrieved_documents = retrieve_documents_hybrid(question, st.session_state.query_dataset, 10)  
+        st.session_state.retrieved_documents = retrieve_documents_hybrid(question, st.session_state.query_dataset, 5)  
         st.session_state.response = generate_response_from_document(question, st.session_state.retrieved_documents)
         end_time = time.time()
         st.session_state.time_taken_for_response = end_time - start_time
@@ -150,7 +122,7 @@ with col1:
         st.session_state.metrics = calculate_metrics(question, st.session_state.query_dataset, st.session_state.response, st.session_state.retrieved_documents, st.session_state.time_taken_for_response)
         for q in st.session_state.recent_questions:
             if q["question"] == st.session_state.last_question:
-                q["metrics"] = {"metrics": st.session_state.metrics}
+                q["metrics"] =  st.session_state.metrics
 
         # Save updated data to file
         #save_recent_questions(st.session_state.recent_questions)