FROM python:3.11-slim-bullseye as builder # Tiktoken requires Rust toolchain, so build it in a separate stage RUN apt-get update && apt-get install -y gcc curl RUN apt-get install -y wget unzip RUN wget https://d3dg1063dc54p9.cloudfront.net/models/embeddings/mpnet-base-v2.zip RUN unzip mpnet-base-v2.zip -d model RUN rm mpnet-base-v2.zip RUN curl https://sh.rustup.rs -sSf | sh -s -- -y && apt-get install --reinstall libc6-dev -y ENV PATH="/root/.cargo/bin:${PATH}" RUN pip install --upgrade pip && pip install tiktoken==0.5.2 COPY requirements.txt . RUN pip install -r requirements.txt FROM python:3.11-slim-bullseye # Copy pre-built packages and binaries from builder stage COPY --from=builder /usr/local/ /usr/local/ WORKDIR /app COPY --from=builder /model /app/model COPY . /app/application ENV FLASK_APP=app.py ENV FLASK_DEBUG=true EXPOSE 7091 CMD ["gunicorn", "-w", "2", "--timeout", "120", "--bind", "0.0.0.0:7091", "application.wsgi:app"]