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https://github.com/deepset-ai/haystack.git
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51 lines
1.1 KiB
Plaintext
51 lines
1.1 KiB
Plaintext
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FROM nvidia/cuda:10.1-runtime
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WORKDIR /home/user
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RUN apt-get update \
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&& apt-get install -y python3-pip python3-dev \
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&& cd /usr/local/bin \
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&& ln -s /usr/bin/python3 python \
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&& pip3 install --upgrade pip
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# Install some basic utilities
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RUN apt-get update && apt-get install -y \
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curl \
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ca-certificates \
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sudo \
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git \
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bzip2 \
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libx11-6 \
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&& rm -rf /var/lib/apt/lists/*
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# install as a package
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COPY setup.py requirements.txt README.rst /home/user/
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RUN pip install -r requirements.txt
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RUN pip install -e .
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# copy code
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COPY haystack /home/user/haystack
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# copy saved FARM models
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COPY models /home/user/models
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# Optional: copy sqlite db if needed for testing
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#COPY qa.db /home/user/
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EXPOSE 8000
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ENV LC_ALL=C.UTF-8
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ENV LANG=C.UTF-8
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# Default config via environment variables (you can still change this at runtime)
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ENV DB_HOST=127.0.0.1
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ENV DB_USER=""
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ENV DB_PW=""
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ENV DB_INDEX="document"
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# either local path in container or remote name if you want to pull it at container start
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ENV MODEL_PATH=deepset/bert-base-cased-squad2
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# cmd for running the API
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CMD ["uvicorn", "haystack.api.inference:app", "--host", "0.0.0.0", "--port", "8000"]
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