FROM jupyter/datascience-notebook:hub-3.1.1

USER root

COPY requirements.txt environment.yml /tmp/
RUN conda env update -q -f /tmp/environment.yml && \
    /opt/conda/bin/pip install -r /tmp/requirements.txt && \
    conda clean -y --all && \
    conda env export -n "root" && \
    jupyter lab build 

COPY dash_proxy /tmp/dash_proxy/
RUN pip install /tmp/dash_proxy/

COPY llm_utils /llm_utils/
RUN pip install /llm_utils/
ENV CONFIG_PATH=/home/jovyan/config.txt

COPY app /dash/app/
RUN chown -R jovyan /dash/app/

# install some NLTK and spaCy data
RUN python -m nltk.downloader stopwords
RUN python -m nltk.downloader wordnet
RUN python -m nltk.downloader punkt
RUN python -m spacy download en_core_web_sm