Metadata-Version: 2.3
Name: theswarm
Version: 0.1.0
Summary: A powerful distributed AI framework for collaborative intelligence and swarm learning
License: MIT
Keywords: ai,swarm-intelligence,distributed-computing,machine-learning
Author: Your Name
Author-email: your-email@example.com
Requires-Python: >=3.8,<4.0
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Provides-Extra: all
Provides-Extra: pytorch
Provides-Extra: tensorflow
Requires-Dist: numpy (>=1.20.0,<2.0.0)
Requires-Dist: tensorflow (>=2.8.0,<3.0.0) ; extra == "tensorflow" or extra == "all"
Requires-Dist: torch (>=1.10.0,<2.0.0) ; extra == "pytorch" or extra == "all"
Project-URL: Homepage, https://github.com/yourusername/theswarm
Project-URL: Repository, https://github.com/yourusername/theswarm
Description-Content-Type: text/markdown

# TheSwarm

[![PyPI version](https://img.shields.io/pypi/v/theswarm.svg)](https://pypi.org/project/theswarm/)
[![Python versions](https://img.shields.io/pypi/pyversions/theswarm.svg)](https://pypi.org/project/theswarm/)
[![License](https://img.shields.io/pypi/l/theswarm.svg)](https://github.com/yourusername/theswarm/blob/main/LICENSE)

A powerful distributed AI framework for collaborative intelligence and swarm learning.

## Description

TheSwarm is a Python library that enables distributed AI systems to operate collaboratively. It provides mechanisms for collective intelligence, coordinated learning, and emergent behavior across multiple AI agents.

*Note: This project is currently under active development.*

## Installation

```bash
pip install theswarm
```

## Quick Start

```python
from theswarm import Swarm, Agent

# Initialize a swarm with custom configuration
swarm = Swarm(capacity=10, communication_protocol="mesh")

# Add agents to the swarm
for i in range(5):
    agent = Agent(
        agent_id=f"agent-{i}",
        model_type="transformer",
        specialization="general"
    )
    swarm.add_agent(agent)

# Run collaborative learning
swarm.initialize()
results = swarm.solve(problem="classification", data=your_dataset)
print(results.summary())
```

## Features

- **Distributed Intelligence**: Coordinate AI agents across multiple processes or systems
- **Collective Learning**: Share and synchronize knowledge across the swarm
- **Adaptive Behavior**: Dynamic resource allocation and task prioritization
- **Fault Tolerance**: Resilient operation when individual agents fail
- **Scalable Architecture**: From small local swarms to large distributed systems
- **Flexible Integration**: Compatible with popular ML frameworks

## Requirements

- Python 3.8+
- NumPy
- PyTorch (optional)
- TensorFlow (optional)

## Documentation

Comprehensive documentation is available at [docs.theswarm.ai](https://docs.theswarm.ai).

## License

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

## Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

1. Fork the repository
2. Create your feature branch (`git checkout -b feature/amazing-feature`)
3. Commit your changes (`git commit -m 'Add some amazing feature'`)
4. Push to the branch (`git push origin feature/amazing-feature`)
5. Open a Pull Request

## Contact

Project Maintainer - [your-email@example.com](mailto:your-email@example.com)

GitHub: [https://github.com/yourusername/theswarm](https://github.com/yourusername/theswarm) 
