Testing mistralai/Mistral-7B-Instruct-v0.3 to generate insights

app.py

@@ -85,32 +85,32 @@ user_input = st.text_area("Enter customer reviews or a question:")
 
 if st.button("Submit"):
     if user_input:
-        # Show a loading spinner while processing
-        with st.spinner("Processing..."):
-            # Summarize if the query is feedback-related
-            if "summarize" in user_input.lower():
-                summary = summarize_review(user_input)
-                st.markdown(f"**Summary:** \n{summary}")
-            elif "insight" in user_input.lower() or "feedback" in user_input.lower():
-                system_message = (
-                    "You are a helpful assistant providing actionable insights "
-                    "from customer feedback to help businesses improve their services."
-                )
-                last_summary = st.session_state.get("last_summary", "")
-                query_input = last_summary if last_summary else user_input
-                response = generate_response(system_message, query_input, st.session_state.chat_history)
-
-                if response:
-                    st.session_state.chat_history.append({"role": "user", "content": user_input})
-                    st.session_state.chat_history.append({"role": "assistant", "content": response})
-                    st.markdown(f"**Insight:** \n{response}")
-                else:
-                    st.warning("No response generated. Please try again later.")
+        # Summarize if the query is feedback-related
+        if "summarize" in user_input.lower():
+            summary = summarize_review(user_input)
+            st.markdown(f"**Summary:** \n{summary}")
+        elif "insight" in user_input.lower() or "feedback" in user_input.lower():
+            system_message = (
+                "You are a helpful assistant providing actionable insights "
+                "from customer feedback to help businesses improve their services."
+            )
+            # Use the last summarized text if available
+            last_summary = st.session_state.get("last_summary", "")
+            query_input = last_summary if last_summary else user_input
+            response = generate_response(system_message, query_input, st.session_state.chat_history)
+            
+            if response:
+                # Update chat history
+                st.session_state.chat_history.append({"role": "user", "content": user_input})
+                st.session_state.chat_history.append({"role": "assistant", "content": response})
+                st.markdown(f"**Insight:** \n{response}")
             else:
-                st.warning("Please specify if you want to 'summarize' or get 'insights'.")
+                st.warning("No response generated. Please try again later.")
+        else:
+            st.warning("Please specify if you want to 'summarize' or get 'insights'.")
 
-           
-            if "summarize" in user_input.lower():
-                st.session_state["last_summary"] = summary
+        # Store the last summary for insights
+        if "summarize" in user_input.lower():
+            st.session_state["last_summary"] = summary
     else:
-        st.warning("Please enter customer reviews or ask for insights.")
+        st.warning("Please enter customer reviews or ask for insights.")