Dockerfile

# Use Python 3.9 slim base
FROM python:3.9-slim

# Install system dependencies
RUN apt-get update && apt-get install -y ffmpeg git && apt-get clean

# Set work directory
WORKDIR /app

# Install Python packages
RUN pip install --upgrade pip
RUN pip install torch torchaudio
RUN pip install fastapi uvicorn
RUN pip install git+https://github.com/facebookresearch/demucs

# Copy your inference script into the container
COPY predict.py .

# Expose port for FastAPI
EXPOSE 8000

# Run the FastAPI app
CMD ["uvicorn", "predict:app", "--host", "0.0.0.0", "--port", "8000"]