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FROM nvidia/cuda:11.2.2-runtime-ubuntu20.04
#set up environment
RUN apt-get update && apt-get install --no-install-recommends --no-install-suggests -y curl
RUN apt-get install unzip
RUN apt-get -y install python3
RUN apt-get -y install python3-pip
WORKDIR /code
ENV HF_HOME=/code/cache
COPY ./requirements.txt /code/requirements.txt
RUN pip3 install --pre torch -f https://download.pytorch.org/whl/nightly/cu113/torch_nightly.html
RUN pip3 install --no-cache-dir --upgrade -r /code/requirements.txt
COPY ./main.py /code/app/main.py
COPY ./data/kilt_wiki_prepared/ /code/data/kilt_wiki_prepared
COPY ./data/kilt_wikipedia.faiss /code/data/kilt_wikipedia.faiss
CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8080"]
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