FROM python:3.13-slim RUN apt-get update && apt-get install -y --no-install-recommends git \ && rm -rf /var/lib/apt/lists/* COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv RUN useradd -m -u 1000 user USER user ENV HOME=/home/user \ HF_HOME=/home/user/.cache/huggingface \ UV_PROJECT_ENVIRONMENT=/home/user/.venv WORKDIR /app COPY --chown=user pyproject.toml uv.lock ./ RUN uv sync --frozen --no-dev --no-install-project # Bake the embedding model into the image so startup doesn't hit the HF Hub. RUN uv run --no-sync python -c "from sentence_transformers import SentenceTransformer; \ SentenceTransformer('sentence-transformers/all-MiniLM-L6-v2', device='cpu')" COPY --chown=user . . RUN uv sync --frozen --no-dev EXPOSE 7860 CMD ["uv", "run", "--no-sync", "uvicorn", "--factory", "papers_mcp.server:create_app", \ "--host", "0.0.0.0", "--port", "7860"]