Fabric MCP Agent

# Fabric MCP Agent - UI Documentation ## Overview The Web UI (`test_ui.html`) provides an interactive interface for testing and demonstrating the Fabric MCP Agent's capabilities, including the new multi-stage execution system. ## UI Architecture ### Tab-Based Interface #### 🧠 Agentic Intelligence Tab **Primary Interface**: Business users interact with natural language questions **Features**: - Natural language input for business questions - **🆕 Multi-stage result rendering** with structured business analysis - Quick test buttons for common scenarios - Interactive data tables with SQL results - Real-time processing indicators #### 🔧 MCP Tools Tab **Developer Interface**: Direct access to individual MCP tools **Features**: - Tool selection with dynamic forms - Direct SQL input or natural language questions - Raw tool output display - Parameter customization for advanced testing #### 📝 Prompt Management Tab **Business User Control**: Edit and manage prompt modules **Features**: - Live editing of persona modules - Automatic backup creation - Real-time validation - Version history access ## 🆕 Multi-Stage Result Rendering ### Enhanced Display System The UI now intelligently detects and renders multi-stage execution results with structured business analysis. #### Business Analysis Section (🎯) **Primary Display**: Stage 3 evaluation results in user-friendly format **Components**: - **Business Answer**: Direct response to user question in highlighted format - **Key Findings**: Bullet-pointed insights from analysis - **Recommended Action**: Actionable next steps in emphasized box - **Confidence Indicators**: Color-coded confidence levels (high=green, medium=yellow, low=red) - **Data Quality Assessment**: Reliability evaluation of results **Example Display**: ``` 🎯 Business Analysis Answer: The equivalent product for Terumo BD Luer-Lock Syringe 2.5mL is identified as '08-139-NPR: ｼﾘﾝｼﾞ2.5ML ﾙｱｰﾛｯｸ (ﾋﾟﾝｸ)'. Pricing analysis shows a unit price of ¥9.44, with total kit prices ranging from ¥9 to ¥18 depending on kit configuration. Key Findings: • The matched product '08-139-NPR' meets specifications including volume (2.5mL) and lock type • The product is included in multiple kits with varying quantities and total prices • Unit price of ¥9.44 is competitive and provides potential savings Recommended Action: Provide the customer with a detailed quote highlighting the matched product and emphasize competitive pricing compared to Terumo's offering. Confidence: high Data Quality: good - comprehensive dataset retrieved ``` #### Detailed Data Section (📊) **Secondary Display**: SQL results from Stages 1 & 2 **Features**: - Formatted data tables with sortable columns - Optimized display for large result sets - Clear column headers and data types - Hover effects for better readability #### Data Summary Section (📋) **Contextual Information**: Summary statistics and metadata **Components**: - Record counts and data completeness - Column descriptions and data types - Processing context and business domain ### UI Rendering Logic #### Detection Strategy ```javascript // Check for multi-stage results if (result.tool_chain_results && result.tool_chain_results.stage3_evaluation) { displayAgenticResults(result); } else if (result.tool_chain_results && result.tool_chain_results.run_sql_query) { displaySQLResults(result.tool_chain_results.run_sql_query.results); } ``` #### Multi-Stage Display Priority 1. **Stage 3 Business Analysis** (primary focus) 2. **Stage 2 Detailed Data** (supporting evidence) 3. **Data Summary** (context and metadata) #### Fallback Handling - Graceful degradation for missing sections - Raw JSON display for debugging when structured display fails - Error messaging for incomplete results ## Response Structure Compatibility ### Multi-Stage Response Format ```json { "tool_chain_results": { "stage3_evaluation": { "business_answer": "Direct business answer", "key_findings": ["finding1", "finding2"], "recommended_action": "Next steps", "supporting_data": { "confidence": "high|medium|low", "primary_values": "key metrics" }, "data_quality": "assessment" }, "stage2_query": { "results": [{"col1": "value1", "col2": "value2"}] }, "summarize_results": { "summary": "Business summary", "row_count": 106 } } } ``` ### Single-Stage Response Format (Legacy) ```json { "tool_chain_results": { "run_sql_query": { "results": [{"col1": "value1", "col2": "value2"}] }, "summarize_results": { "summary": "Business summary" } } } ``` ## Styling and Visual Design ### Color Scheme - **Primary Blue**: #4facfe (headers, buttons, highlights) - **Success Green**: #28a745 (high confidence, positive indicators) - **Warning Yellow**: #ffc107 (medium confidence, caution indicators) - **Error Red**: #dc3545 (low confidence, error states) - **Background**: Light gradients for section separation ### Typography - **Headers**: Bold, clear hierarchy with emoji icons - **Business Content**: Larger font size (16px) for readability - **Technical Details**: Monospace for data tables and JSON - **Interactive Elements**: Clear hover states and focus indicators ### Layout Principles - **Mobile-First**: Responsive design with grid layouts - **Progressive Disclosure**: Primary insights first, details on demand - **Visual Hierarchy**: Clear information prioritization - **Accessibility**: Proper contrast ratios and keyboard navigation ## Testing and Quality Assurance ### Automated UI Testing - **Response Structure Validation**: Ensure UI handles various response formats - **Cross-Browser Compatibility**: Testing across major browsers - **Performance Testing**: Large dataset rendering optimization - **Error Handling**: Graceful failure scenarios ### User Experience Testing - **Business User Scenarios**: Non-technical user interaction patterns - **Developer Scenarios**: Technical debugging and tool access - **Performance Perception**: Loading states and progress indicators - **Information Architecture**: Logical flow and discoverability ## Future UI Enhancements ### Real-Time Features - **Streaming Results**: Display Stage 1 results while Stage 2 executes - **Progress Indicators**: Stage-by-stage execution progress - **WebSocket Integration**: Real-time updates and notifications ### Advanced Visualization - **Chart Integration**: Automatic chart generation for numerical data - **Data Export**: CSV/Excel export functionality - **Print Optimization**: Business report formatting ### Collaboration Features - **Session Sharing**: Share analysis results with stakeholders - **Annotation System**: Add notes and comments to results - **History Tracking**: Previous question and result history ### Accessibility Improvements - **Screen Reader Optimization**: Enhanced semantic markup - **Keyboard Navigation**: Full keyboard accessibility - **High Contrast Mode**: Visual accessibility options - **Text Scaling**: Support for various text size preferences This enhanced UI provides a professional, business-friendly interface that transforms complex multi-stage AI analysis into clear, actionable insights for business users while maintaining technical debugging capabilities for developers.