# Manifold

Manifold is a Python package for building high-performance distributed systems. It provides a robust framework for managing distributed applications using Docker containers and modern web technologies.

## Features

- Easy construction and management of distributed systems
- Integrated Docker container management
- High-performance API endpoints based on FastAPI
- Intuitive UI interface using Gradio
- GPU support with PyTorch integration

## Installation

```bash
pip install manifold
```

## Usage

Basic example:

```python
from manifold.hub import Manifold

# Create a Manifold instance
app = Manifold(title='My Distributed App', version='1.0.0')

# Add API endpoint
@app.get("/api/hello")
async def hello():
    return {"message": "Hello from Manifold!"}
```

For more detailed examples and documentation, please refer to the [official documentation](https://github.com/your-username/manifold).

## Requirements

- Python 3.6 or higher
- Docker
- NVIDIA GPU drivers (for GPU support)

## License

MIT License
