collapse sample questions

app.py

@@ -637,6 +637,13 @@ def main():
             - Combine multiple filters for precise searches
             - Check the "Retrieved Documents" tab to see source material
             
+            #### 💬 Feedback Section
+            
+            - Rate your experience (1-5 stars)
+            - Provide optional text feedback
+            - Help us improve the system
+            - Located at the bottom of the page
+            
             #### ⚠️ Important
             
             **When finished, please close the browser window** to free up computational resources.
@@ -980,6 +987,44 @@ def main():
                 st.info("No documents were retrieved for the last query.")
         else:
             st.info("No documents have been retrieved yet. Start a conversation to see retrieved documents here.")
+        
+        # Display retrieval history stats
+        st.markdown("---")
+        if st.session_state.rag_retrieval_history:
+            st.markdown("#### 📊 Retrieval History")
+            st.markdown(f"This conversation has **{len(st.session_state.rag_retrieval_history)}** retrieval entries.")
+            
+            with st.expander(f"View {len(st.session_state.rag_retrieval_history)} retrieval entries", expanded=False):
+                for idx, entry in enumerate(st.session_state.rag_retrieval_history, 1):
+                    with st.expander(f"Entry {idx}: {entry.get('rag_query_expansion', 'N/A')[:50]}...", expanded=False):
+                        st.markdown(f"**Query:** {entry.get('rag_query_expansion', 'N/A')}")
+                        st.markdown(f"**Documents Retrieved:** {len(entry.get('docs_retrieved', []))}")
+                        
+                        # Show conversation up to this point
+                        conversation = entry.get('conversation_up_to', [])
+                        if conversation:
+                            st.markdown("**Conversation Context:**")
+                            for msg in conversation[-3:]:  # Show last 3 messages
+                                role = msg.get('type', 'unknown')
+                                content = msg.get('content', '')[:200] + "..." if len(msg.get('content', '')) > 200 else msg.get('content', '')
+                                if role == 'human':
+                                    st.markdown(f"- **You:** {content}")
+                                elif role == 'ai':
+                                    st.markdown(f"- **Bot:** {content}")
+                        
+                        # Show retrieved documents summary
+                        docs = entry.get('docs_retrieved', [])
+                        if docs:
+                            st.markdown("**Retrieved Documents:**")
+                            for doc_idx, doc in enumerate(docs[:5], 1):  # Show first 5
+                                doc_meta = doc.get('metadata', {})
+                                filename = doc_meta.get('filename', 'Unknown')[:50]
+                                st.markdown(f"{doc_idx}. {filename}")
+                            if len(docs) > 5:
+                                st.markdown(f"... and {len(docs) - 5} more documents")
+        else:
+            st.markdown("---")
+            st.info("📊 Retrieval history will appear here after you start asking questions.")
     
     # Feedback Dashboard Section
     st.markdown("---")
@@ -1181,26 +1226,6 @@ def main():
                     # Scroll to conversation - this is handled by the auto-scroll at bottom
                     pass
     
-    # Display retrieval history stats
-    if st.session_state.rag_retrieval_history:
-        st.markdown("---")
-        st.markdown("#### 📊 Retrieval History")
-        
-        with st.expander(f"View {len(st.session_state.rag_retrieval_history)} retrieval entries", expanded=False):
-            for idx, entry in enumerate(st.session_state.rag_retrieval_history, 1):
-                st.markdown(f"**Retrieval #{idx}**")
-                
-                # Display the actual RAG query
-                rag_query_expansion = entry.get("rag_query_expansion", "No query available")
-                st.code(rag_query_expansion, language="text")
-                
-                # Display summary stats
-                st.json({
-                    "conversation_length": len(entry.get("conversation_up_to", [])),
-                    "documents_retrieved": len(entry.get("docs_retrieved", []))
-                })
-                st.markdown("---")
-    
     # Example Questions Section
     st.markdown("---")
     st.markdown(
@@ -1233,56 +1258,53 @@ def main():
     
     st.markdown("---")
     
-    # Questions 2 & 3: Editable examples
-    st.markdown("#### ✏️ Customizable Questions (Edit and use)")
-    
-    # Question 2
-    # st.markdown("**Question 2:**")
-    custom_q1 = st.text_area(
-        "Edit question 2:",
-        value=st.session_state.custom_question_1,
-        height=80,
-        key="edit_question_2",
-        help="Modify this question to fit your needs, then click 'Use This Question'"
-    )
-    col1, col2 = st.columns([1, 4])
-    with col1:
-        if st.button("📋 Use Question 2", key="use_custom_1", use_container_width=True):
-            if custom_q1.strip():
-                st.session_state.pending_question = custom_q1.strip()
-                st.session_state.custom_question_1 = custom_q1.strip()
-                st.session_state.input_counter = (st.session_state.get('input_counter', 0) + 1) % 1000
-                st.rerun()
-            else:
-                st.warning("Please enter a question first!")
-    with col2:
-        st.caption("💡 Tip: Add specific details like dates, names, or amounts to get more precise answers")
-    
-    st.info("💡 **Filter to apply:** Select District(s) and Year(s) sidebar panel before asking this question.")
-
-    st.markdown("---")
-    
-    # Question 3
-    # st.markdown("**Question 3:**")
-    custom_q2 = st.text_area(
-        "Edit question 3:",
-        value=st.session_state.custom_question_2,
-        height=80,
-        key="edit_question_3",
-        help="Modify this question to fit your needs, then click 'Use This Question'"
-    )
-    col1, col2 = st.columns([1, 4])
-    with col1:
-        if st.button("📋 Use Question 3", key="use_custom_2", use_container_width=True):
-            if custom_q2.strip():
-                st.session_state.pending_question = custom_q2.strip()
-                st.session_state.custom_question_2 = custom_q2.strip()
-                st.session_state.input_counter = (st.session_state.get('input_counter', 0) + 1) % 1000
-                st.rerun()
-            else:
-                st.warning("Please enter a question first!")
-    with col2:
-        st.caption("💡 Tip: Use specific terms from the documents (e.g., 'PDM', 'SACCOs', 'FY 2022/23')")
+    # Questions 2 & 3: Editable examples (collapsible, side by side)
+    with st.expander("#### ✏️ Customizable Questions (Edit and use)", expanded=False):
+        # Place questions side by side
+        col1, col2 = st.columns(2)
+        
+        # Question 2
+        with col1:
+            st.markdown("**Question 2:**")
+            custom_q1 = st.text_area(
+                "Edit question 2:",
+                value=st.session_state.custom_question_1,
+                height=100,
+                key="edit_question_2",
+                help="Modify this question to fit your needs, then click 'Use This Question'",
+                label_visibility="collapsed"
+            )
+            if st.button("📋 Use Question 2", key="use_custom_1", use_container_width=True):
+                if custom_q1.strip():
+                    st.session_state.pending_question = custom_q1.strip()
+                    st.session_state.custom_question_1 = custom_q1.strip()
+                    st.session_state.input_counter = (st.session_state.get('input_counter', 0) + 1) % 1000
+                    st.rerun()
+                else:
+                    st.warning("Please enter a question first!")
+            st.caption("💡 Tip: Add specific details like dates, names, or amounts to get more precise answers")
+            st.info("💡 **Filter to apply:** Select District(s) and Year(s) from sidebar panel")
+        
+        # Question 3
+        with col2:
+            st.markdown("**Question 3:**")
+            custom_q2 = st.text_area(
+                "Edit question 3:",
+                value=st.session_state.custom_question_2,
+                height=100,
+                key="edit_question_3",
+                help="Modify this question to fit your needs, then click 'Use This Question'",
+                label_visibility="collapsed"
+            )
+            if st.button("📋 Use Question 3", key="use_custom_2", use_container_width=True):
+                if custom_q2.strip():
+                    st.session_state.pending_question = custom_q2.strip()
+                    st.session_state.custom_question_2 = custom_q2.strip()
+                    st.session_state.input_counter = (st.session_state.get('input_counter', 0) + 1) % 1000
+                    st.rerun()
+                else:
+                    st.warning("Please enter a question first!")
+            st.caption("💡 Tip: Use specific terms from the documents (e.g., 'PDM', 'SACCOs', 'FY 2022/23')")
     
 
     # Store selected question for next render (handled in input section above)