FROM python:3.9-slim AS builder WORKDIR /app COPY ./pyproject.toml . COPY ./poetry.lock . # Install build dependencies RUN apt-get update \ && apt-get install -y --no-install-recommends build-essential \ && pip install --upgrade pip poetry \ && poetry config virtualenvs.create false \ && poetry install --no-interaction --no-ansi FROM python:3.9-slim WORKDIR /app # Install runtime dependencies RUN apt-get update \ && apt-get install -y --no-install-recommends libpq5 \ && apt-get clean \ && rm -rf /var/lib/apt/lists/* # Copy the built virtual environment from the builder stage COPY --from=builder /usr/local /usr/local # Copy the rest of the backend files to the container COPY ./ . # Expose the backend port (change this if your FastAPI app uses a different port) EXPOSE 7860 CMD ["gunicorn", "app:app", "-w", "4", "--bind", "0.0.0.0:7860"]