Spaces:
Runtime error
Runtime error
File size: 2,270 Bytes
1d75522 6166f7f 1d75522 6166f7f 1d75522 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 |
---
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
|