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 redis-server \ && apt-get clean \ && rm -rf /var/lib/apt/lists/* # Install PostgreSQL client RUN apt-get update \ && apt-get install -y --no-install-recommends postgresql-client \ && 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 # Start Redis server, PostgreSQL server, and the FastAPI app using Uvicorn CMD ["bash", "-c", "service postgresql start && redis-server --daemonize yes && uvicorn app:app --host 0.0.0.0 --port 7860"]