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31 lines
1.1 KiB
Docker
31 lines
1.1 KiB
Docker
FROM python:3.10 AS builder
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COPY requirements.txt .
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RUN pip install --prefix=/runtime -r requirements.txt
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FROM python:3.10-slim AS output
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# curl is needed for health check in docker-compose
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RUN apt-get update && apt-get install -y curl && apt-get clean && rm -rf /var/lib/apt/lists/*
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COPY --from=builder /runtime /usr/local
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WORKDIR /src
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# specify list of models that will go into the image as a comma separated list
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# following models have been tested to work with this image
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# "sentence-transformers/all-MiniLM-L6-v2,sentence-transformers/all-mpnet-base-v2,thenlper/gte-base,thenlper/gte-large,thenlper/gte-small"
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ENV MODELS="BAAI/bge-large-en-v1.5"
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COPY ./app ./app
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COPY ./guard_model_config.yaml .
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COPY ./openai_params.yaml .
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# comment it out for now as we don't want to download the model every time we build the image
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# we will mount host cache to docker image to avoid downloading the model every time
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# see docker-compose file for more details
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# RUN python install.py && \
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# find /root/.cache/torch/sentence_transformers/ -name onnx -exec rm -rf {} +
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CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "80"]
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