FROM python:3.13-slim WORKDIR /app # Install uv for fast dependency management COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv # Copy dependency files first for layer caching COPY pyproject.toml uv.lock ./ # Install dependencies (serve extras, no dev) RUN uv sync --extra serve --no-dev --no-install-project # Copy package source COPY convgru_ensemble/ ./convgru_ensemble/ # Install the project itself RUN uv sync --extra serve --no-dev # Model checkpoint is mounted at runtime or downloaded from HF Hub ENV MODEL_CHECKPOINT=/app/model.ckpt ENV DEVICE=cpu EXPOSE 8000 CMD ["uv", "run", "uvicorn", "convgru_ensemble.serve:app", "--host", "0.0.0.0", "--port", "8000"]