README.md

metadata

title: Advanced Reasoning System 🤖
emoji: 🤖
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.11.0
app_file: app.py
pinned: false
license: mit

Advanced Reasoning System 🤖

A sophisticated multi-agent reasoning system that combines multiple strategies for advanced problem-solving.

Features

• 🧠 Multiple Reasoning Strategies:

  • Chain of Thought
  • Tree of Thoughts
  • Meta Learning
  • Local LLM Integration
  • Recursive Reasoning
  • Analogical Reasoning

• 🤝 Multi-Agent System:

  • Dynamic Team Formation
  • Cross-Team Collaboration
  • Resource Management
  • Task Orchestration

• 🔄 Adaptive Learning:

  • Performance Tracking
  • Strategy Weight Adjustment
  • Pattern Recognition
  • Meta-Learning Integration

Quick Start

1. Environment Setup:

   python -m venv venv
   source venv/bin/activate  # On Windows: .\venv\Scripts\activate
   pip install -r requirements.txt
   

2. Configuration:

   cp .env.example .env
   # Edit .env with your settings
   

3. Run the Application:

   python app.py
   

Docker Support

Build and run with Docker:

docker build -t advanced-reasoning .
docker run -p 7860:7860 advanced-reasoning

API Endpoints

• /: Main interface
• /health: Health check endpoint
• /api/process_query: Process queries via API

Components

1. Reasoning Engine:

   • Unified reasoning combining multiple strategies
   • Dynamic strategy selection
   • Result synthesis

2. Team Management:

   • Specialized teams (Coders, Business, Research, Trading)
   • Cross-team collaboration
   • Resource sharing

3. Orchestration:

   • Task planning and decomposition
   • Resource allocation
   • Performance monitoring

Contributing

1. Fork the repository
2. Create your feature branch
3. Commit your changes
4. Push to the branch
5. Create a Pull Request

License

MIT License - see LICENSE file for details

Files

• app.py: Main application with Gradio interface and API integration
• requirements.txt: Project dependencies
• .env.example: Example environment variables (for reference)

Dependencies

• gradio==5.11.0
• requests==2.31.0

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Created with ❤️ using Gradio and Hugging Face