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### IMPORTANT, THIS IMAGE CAN ONLY BE RUN IN LINUX DOCKER | |
### You will run into a segfault in mac | |
FROM python:3.11.6-slim-bookworm as base | |
# Install poetry | |
RUN pip install pipx | |
RUN python3 -m pipx ensurepath | |
RUN pipx install poetry==1.8.3 | |
ENV PATH="/root/.local/bin:$PATH" | |
ENV PATH=".venv/bin/:$PATH" | |
# Dependencies to build llama-cpp | |
RUN apt update && apt install -y \ | |
libopenblas-dev\ | |
ninja-build\ | |
build-essential\ | |
pkg-config\ | |
wget | |
# https://python-poetry.org/docs/configuration/#virtualenvsin-project | |
ENV POETRY_VIRTUALENVS_IN_PROJECT=true | |
FROM base as dependencies | |
WORKDIR /home/worker/app | |
COPY pyproject.toml poetry.lock ./ | |
ARG POETRY_EXTRAS="ui embeddings-huggingface llms-llama-cpp vector-stores-qdrant" | |
RUN poetry install --no-root --extras "${POETRY_EXTRAS}" | |
FROM base as app | |
ENV PYTHONUNBUFFERED=1 | |
ENV PORT=8080 | |
ENV APP_ENV=prod | |
ENV PYTHONPATH="$PYTHONPATH:/home/worker/app/private_gpt/" | |
EXPOSE 8080 | |
# Prepare a non-root user | |
# More info about how to configure UIDs and GIDs in Docker: | |
# https://github.com/systemd/systemd/blob/main/docs/UIDS-GIDS.md | |
# Define the User ID (UID) for the non-root user | |
# UID 100 is chosen to avoid conflicts with existing system users | |
ARG UID=100 | |
# Define the Group ID (GID) for the non-root user | |
# GID 65534 is often used for the 'nogroup' or 'nobody' group | |
ARG GID=65534 | |
RUN adduser --system --gid ${GID} --uid ${UID} --home /home/worker worker | |
WORKDIR /home/worker/app | |
RUN chown worker /home/worker/app | |
RUN mkdir local_data && chown worker local_data | |
RUN mkdir models && chown worker models | |
COPY --chown=worker --from=dependencies /home/worker/app/.venv/ .venv | |
COPY --chown=worker private_gpt/ private_gpt | |
COPY --chown=worker *.yaml ./ | |
COPY --chown=worker scripts/ scripts | |
USER worker | |
ENTRYPOINT python -m private_gpt |