Update app.py

app.py

@@ -266,8 +266,6 @@ if st.session_state.df is not None:
         context=[analyze_data],
     )
 
-
-
     # Separate Crews for report and conclusion
     crew_report = Crew(
         agents=[sql_dev, data_analyst, report_writer],
@@ -335,6 +333,17 @@ if st.session_state.df is not None:
                 else:
                     st.warning("⚠️ No Conclusion Generated.")
 
+                if conclusion_result:
+                    # Ensure conclusion_result is a string
+                    conclusion_text = str(conclusion_result) if not isinstance(conclusion_result, str) else conclusion_result
+                    # Remove any leading 'Conclusion:' in the result
+                    cleaned_conclusion = re.sub(r'^\s*\*\*?Conclusion:?(\*\*)?\s*', '', conclusion_text, flags=re.IGNORECASE)
+                    safe_conclusion = escape_markdown(cleaned_conclusion)
+                    st.markdown(f"### Conclusion\n\n{safe_conclusion}")
+                else:
+                    st.warning("⚠️ No Conclusion Generated.")
+
+
     # Full Data Visualization Tab
     with tab2:
         st.subheader("📊 Comprehensive Data Visualizations")