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| def display_analysis_results(result): | |
| """ | |
| Process and display analysis results from agents' output. | |
| """ | |
| try: | |
| # Display the result text | |
| st.markdown("#### Detailed Insights") | |
| st.text(result) | |
| # Parse the result into segments if formatted | |
| if isinstance(result, str) and "\n" in result: | |
| lines = result.split("\n") | |
| insights = [line for line in lines if line.strip()] | |
| # Show insights as bullet points | |
| st.markdown("#### Key Insights (Parsed)") | |
| for insight in insights: | |
| st.write(f"- {insight}") | |
| # Generate a visualization if result contains numerical data | |
| st.markdown("#### Example Visualization (If Applicable)") | |
| if "data:" in result.lower(): | |
| # Example parsing numerical data from result (adapt to your agent's output) | |
| data_lines = [line for line in result.split("\n") if "data:" in line.lower()] | |
| data_points = [ | |
| {"Category": f"Point {i+1}", "Value": float(line.split(":")[-1].strip())} | |
| for i, line in enumerate(data_lines) if line.split(":")[-1].strip().replace('.', '', 1).isdigit() | |
| ] | |
| if data_points: | |
| df = pd.DataFrame(data_points) | |
| fig = px.bar(df, x="Category", y="Value", title="Extracted Data Visualization") | |
| st.plotly_chart(fig) | |
| except Exception as e: | |
| st.error(f"Error processing results: {e}") | |
| if st.button("Run Analysis"): | |
| with st.spinner('Executing...'): | |
| try: | |
| start_time = time.time() | |
| result = crew.kickoff(inputs={"topic": business, "stakeholder": stakeholder}) | |
| execution_time = time.time() - start_time | |
| # Display Results | |
| st.markdown("### Insights and Analysis") | |
| display_analysis_results(result) | |
| # Execution Time | |
| st.success(f"Analysis completed in {execution_time:.2f} seconds!") | |
| # Generate PDF Report | |
| report_path = generate_pdf_report(result) | |
| with open(report_path, "rb") as file: | |
| st.download_button( | |
| label="Download Report as PDF", | |
| data=file, | |
| file_name="Business_Insights_Report.pdf", | |
| mime="application/pdf" | |
| ) | |
| except Exception as e: | |
| st.error(f"An error occurred during execution: {e}") | |