Continual-SEA: Self-Evolving AI + Human Data Marketplace

A professional UI for a self-evolving AI agent that collaborates with humans through a data marketplace to improve its capabilities.

Overview

Continual-SEA represents an innovative approach to AI improvement through human-AI collaboration. The platform enables:

1. The AI agent to identify its own limitations and request specific data
2. Humans to contribute data through a marketplace and earn rewards
3. The agent to evolve through continuous learning from contributed data

Features

For Users

• Human Tasks Marketplace - Browse and submit tasks requested by the agent
• Quality Checker - Ensure your submissions meet quality standards
• Wallet & Rewards - Get paid for your contributions
• Gamification - Earn badges, XP, and climb the leaderboard

For the Agent

• Agent Dashboard - View agent identity, needs, and activities
• Evolution Requests - Manage data collection campaigns
• Training Progress - Monitor improvement from fine-tuning runs

For Admins

• Dataset Uploads - Upload and manage datasets
• Agent Settings - Configure agent behavior and evolution parameters

UI/UX Details

• Design Style: Professional, clean, accessible dark-mode interface
• Color Scheme: Gray backgrounds with blue accent colors for good contrast
• Typography: Optimized font sizes and line heights for readability
• Layout: Compact sidebar navigation with responsive content areas
• Icons: Appropriately sized and balanced with text

Recent UI Improvements

• Fixed issues with oversized icons and undersized text
• Improved color contrast for better readability
• Enhanced responsive design for all device sizes
• Streamlined navigation and information hierarchy
• Optimized layout for better usability and focus on content
• Redesigned components with consistent spacing and sizing

Tech Stack

• Frontend: React, TypeScript, Next.js
• Styling: Tailwind CSS with custom theme
• UI Components: Headless UI, Heroicons

Getting Started

1. Clone the repository

git clone https://github.com/yourusername/agentic-payments.git

2. Install dependencies

cd agentic-payments
npm install

3. Run the development server

npm run dev

4. Open http://localhost:3000 in your browser

Page Breakdown

1. Agent Dashboard: Agent identity, needs, and activity timeline
2. Evolution Requests: AI-generated requests with details
3. Human Tasks Marketplace: Task browsing and submission
4. Dataset Uploads: Upload and manage datasets
5. Training Progress: Visualize fine-tuning metrics
6. Wallet & Rewards: Manage earnings and payouts
7. Settings: Configure agent and user settings
8. About the Agent: Learn about the self-evolution concept

Responsive Design

The UI is optimized for all device sizes:

• Desktop: Full featured layout with sidebar navigation
• Tablet: Responsive layout with collapsible sidebar
• Mobile: Streamlined experience with touch-friendly components

Future Enhancements

• Real-time notifications for task submissions
• Enhanced audio/video processing capabilities
• Expanded gamification system
• AI-powered submission quality prediction
• Collaborative tasks between multiple contributors

License

This project is licensed under the MIT License - see the LICENSE file for details.

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Note: This is a UI prototype for a hackathon demo. The actual AI agent functionality would require additional backend services.