CoolFace
Apppublic

nananie143/advanced-reasoning

sourceHugging Facemitupdated 2y agoView on Hugging Face
0likes
App README

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. 1.Environment Setup:
bash
   python -m venv venv
   source venv/bin/activate  # On Windows: .\venv\Scripts\activate
   pip install -r requirements.txt
  1. 1.Configuration:
bash
   cp .env.example .env
   # Edit .env with your settings
  1. 1.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. 1.Reasoning Engine:
  2. 2.Unified reasoning combining multiple strategies
  3. 3.Dynamic strategy selection
  4. 4.Result synthesis
  1. 1.Team Management:
  2. 2.Specialized teams (Coders, Business, Research, Trading)
  3. 3.Cross-team collaboration
  4. 4.Resource sharing
  1. 1.Orchestration:
  2. 2.Task planning and decomposition
  3. 3.Resource allocation
  4. 4.Performance monitoring

Contributing

  1. 1.Fork the repository
  2. 2.Create your feature branch
  3. 3.Commit your changes
  4. 4.Push to the branch
  5. 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==4.16.0
  • —requests==2.31.0

Created with ❤️ using Gradio and Hugging Face