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

2. **Configuration**:
   ```bash
   cp .env.example .env
   # Edit .env with your settings
   ```

3. **Run the Application**:
   ```bash
   python app.py
   ```

## Docker Support

Build and run with Docker:

```bash
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

---
Created with ❤️ using Gradio and Hugging Face