# ---- Stage 1: Builder ---- FROM python:3.11.9-slim AS builder WORKDIR /app # Install build tools needed for Python packages RUN apt-get update && apt-get install -y --no-install-recommends build-essential libpq-dev \ && rm -rf /var/lib/apt/lists/* COPY requirements.txt . # Install dependencies into a specific folder RUN pip install --no-cache-dir --prefix=/install -r requirements.txt # ---- Stage 2: Runtime ---- FROM python:3.11.9-slim WORKDIR /app # Install runtime libraries RUN apt-get update && apt-get install -y --no-install-recommends libpq5 libgomp1 \ && rm -rf /var/lib/apt/lists/* # Create a non-root user for Hugging Face compliance RUN useradd -m -u 1000 user USER user # Copy the installed packages from the builder stage COPY --from=builder /install /usr/local # Copy our application code COPY app ./app COPY alembic ./alembic COPY alembic.ini ./alembic.ini COPY scripts ./scripts # Hugging Face routes traffic to port 7860 by default EXPOSE 7860 # Start the server, binding to the required port CMD ["sh", "-c", "uvicorn app.main:app --host 0.0.0.0 --port 7860"]