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# FROM ubuntu:18.04
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FROM tiangolo/uvicorn-gunicorn:python3.7
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ENV PYTHONPATH /usr/local/lib/python3.7
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COPY requirements.txt /tmp/requirements.txt
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RUN pip install -r /tmp/requirements.txt
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RUN mkdir -p /root/models && \
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    curl http://files.deeppavlov.ai/deeppavlov_data/retrieval_chitchat_personachat_v1.tar.gz > /root/models/retrieval_chitchat_personachat_v1.tar.gz && \
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    curl http://files.deeppavlov.ai/deeppavlov_data/personachat_embeddings.tar.gz > /root/models/personachat_embeddings.tar.gz && \
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    curl http://files.deeppavlov.ai/deeppavlov_data/confidence.tar.gz > /root/models/confidence.tar.gz && \
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    cd /root/models/ && \
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    tar -xvzf retrieval_chitchat_personachat_v1.tar.gz && \
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    tar -xvzf personachat_embeddings.tar.gz && \
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    tar -xvzf confidence.tar.gz
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COPY . /app
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ENV MODEL_PATH /root/models/personachat_v1
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ENV DATABASE_PATH /root/models/personachat_embeddings.pickle
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ENV CONFIDENCE_PATH /root/models/confidence.npy
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EXPOSE 8000
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CMD ["uvicorn", "server:app", "--host", "0.0.0.0", "--port", "8000"]