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+# define an alias for the specific python version used in this file.
+FROM docker.io/python:3.12.3-slim-bookworm as python
+
+
+# Python build stage
+FROM python as python-build-stage
+
+ENV PYTHONDONTWRITEBYTECODE 1
+
+RUN apt-get update && apt-get install --no-install-recommends -y \
+  # dependencies for building Python packages
+  build-essential \
+  # psycopg dependencies
+  libpq-dev \
+  # cleaning up unused files
+  && apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false \
+  && rm -rf /var/lib/apt/lists/*
+
+# Requirements are installed here to ensure they will be cached.
+COPY ./requirements /requirements
+
+# create python dependency wheels
+RUN pip wheel --no-cache-dir --wheel-dir /usr/src/app/wheels  \
+  -r /requirements/local.txt -r /requirements/production.txt \
+  && rm -rf /requirements
+
+
+# Python 'run' stage
+FROM python as python-run-stage
+
+ARG BUILD_ENVIRONMENT
+ENV PYTHONUNBUFFERED 1
+ENV PYTHONDONTWRITEBYTECODE 1
+
+RUN apt-get update && apt-get install --no-install-recommends -y \
+  # To run the Makefile
+  make \
+  # psycopg dependencies
+  libpq-dev \
+  # Translations dependencies
+  gettext \
+  # Uncomment below lines to enable Sphinx output to latex and pdf
+  # texlive-latex-recommended \
+  # texlive-fonts-recommended \
+  # texlive-latex-extra \
+  # latexmk \
+  # cleaning up unused files
+  && apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false \
+  && rm -rf /var/lib/apt/lists/*
+
+# copy python dependency wheels from python-build-stage
+COPY --from=python-build-stage /usr/src/app/wheels /wheels
+
+# use wheels to install python dependencies
+RUN pip install --no-cache /wheels/* \
+  && rm -rf /wheels
+
+COPY ./compose/local/docs/start /start-docs
+RUN sed -i 's/\r$//g' /start-docs
+RUN chmod +x /start-docs
+
+WORKDIR /docs