FROM python:3.11-slim

WORKDIR /app

RUN apt-get update \
    && apt-get install -y --no-install-recommends ffmpeg \
    && rm -rf /var/lib/apt/lists/*

COPY ml/requirements.txt ./requirements.txt
RUN pip install --no-cache-dir -r requirements.txt

COPY ml/ ./ml/

RUN mkdir -p /app/models

WORKDIR /app/ml

EXPOSE 8000

CMD ["uvicorn", "serve:app", "--host", "0.0.0.0", "--port", "8000"]