archive/task_management/tasks/task_5002_sampling_ui.md

metadata

id: 5002
title: MVP5 - Sampling UI & Experience
status: Todo
estimate_hours: 16
dependencies:
  - 5001
tags:
  - mvp5
  - sampling
  - ui
  - medium
assignee: claude-bot

🎯 Objective

Build sampling interface components, create model selection and preference UI, implement sampling result visualization, and add cost/performance monitoring.

📋 Requirements

• Build comprehensive sampling interface components
• Create intuitive model selection and preference UI
• Implement sampling result visualization and analysis
• Add real-time cost and performance monitoring
• Create Gradio accordion for sampling controls
• Build interactive model selection interface
• Add real-time cost and performance feedback
• Implement sampling history and analysis features

🛑 Constraints & Rules

• Must integrate seamlessly with existing Gradio interface
• UI must be intuitive for non-technical users
• Performance monitoring must be real-time
• Cost tracking must be accurate and transparent
• All UI components must be accessible
• Mobile compatibility required

✅ Acceptance Criteria (Definition of Done)

• Sampling UI components implemented: Gradio interface with sampling controls
• Model selection working: Interactive model preference interface
• Result visualization functional: Sampling results displayed clearly
• Cost monitoring active: Real-time cost tracking and display
• Performance feedback working: Response time and quality metrics
• Sampling history implemented: Historical analysis and trends
• User guidance available: Help and tooltips for sampling features
• Integration complete: Seamless integration with existing UI
• Accessibility validated: WCAG compliance for sampling interface

📚 Context & Resources

• Dependency: Task 5001 (Conceptual Sampling Implementation)
• Reference: app.py (existing Gradio UI patterns)
• Similar: Existing UI components and styling
• Documentation: Gradio UI design patterns and accessibility guides

📦 Deliverables

• ui/components/sampling_controls.py (Created)
• ui/components/model_selector.py (Created)
• ui/components/cost_monitor.py (Created)
• docs/sampling_ui_guide.md (Created)