# FastAPI Application

REST API for Milk Spoilage Classification.

## Files

- `app.py` - FastAPI application
- `requirements.txt` - Python dependencies
- `Dockerfile` - Docker configuration for deployment

## Local Development

```bash
# Install dependencies
pip install -r requirements.txt

# Run the server
python app.py
# or
uvicorn app:app --reload --port 7860
```

Visit http://localhost:7860/docs for interactive API documentation.

## Deployment to Hugging Face Spaces

1. Create a new Space with Docker SDK
2. Upload these files (renaming as needed):
   - `app.py` → `app.py`
   - `requirements.txt` → `requirements.txt`
   - `Dockerfile` → `Dockerfile`
   - `../../model/model.joblib` → `model.joblib`

See `docs/DEPLOYMENT_GUIDE.md` for detailed instructions.