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  1. Dockerfile +59 -0
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+ ###############################################################################
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+ #python environment, main app and startup script.
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+ FROM python:3.11.5
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+ #FROM python:3.11.9-slim
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+ #FROM python:3.11.9-alpine
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+ #FROM python:3.11-bookworm
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+
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+ ENTRYPOINT ["/app/startup.sh"]
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+ #RUN apt-get update && \
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+ # apt-get install -y libc6 && \
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+ # rm -rf /var/lib/apt/lists/*
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+ WORKDIR /app
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+
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+ #RUN ls -l / || ls -l /lib || ls -l /usr || ls -l /usr/lib6 || echo "### An ls failed."
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+
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+ COPY ./requirements.txt /app/requirements.txt
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+ COPY ./semsearch.py /app/semsearch.py
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+ COPY ./startup.sh /app/startup.sh
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+ RUN chmod 755 /app/startup.sh
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+
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+ COPY ./multi-qa-MiniLM-L6-cos-v1 /app/multi-qa-MiniLM-L6-cos-v1
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+
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+ RUN mkdir -p /app/inputDocs
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+ COPY ./inputDocs/* /app/inputDocs
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+ RUN pip install --no-cache-dir --upgrade -r /app/requirements.txt
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+ RUN pip install https://files.pythonhosted.org/packages/13/87/e0cb08c2d4bd7d38ab63816b306c8b1e7cfdc0e59bd54462e8b0df069078/semantic_text_splitter-0.6.3-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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+ RUN pip show semantic-text-splitter
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+
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+ ##############################################################################
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+ # Install Weaviate
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+ WORKDIR /app/weaviate
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+ RUN wget -qO- https://github.com/weaviate/weaviate/releases/download/v1.24.10/weaviate-v1.24.10-linux-amd64.tar.gz | tar -xzf -
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+ RUN ls -al /app/weaviate
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+
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+ # Set environment variables for Weaviate
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+ ENV PATH="/app:/app/weaviate-v1.24.10-linux-x86_64:${PATH}"
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+ # Expose the Weaviate port
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+ EXPOSE 8080
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+
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+ ##############################################################################
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+ # Install text2vec-transformers
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+ WORKDIR /app/text2vec-transformers
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+ COPY --from=semitechnologies/transformers-inference:sentence-transformers-multi-qa-MiniLM-L6-cos-v1 /app /app/text2vec-transformers
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+ COPY --from=semitechnologies/transformers-inference:sentence-transformers-multi-qa-MiniLM-L6-cos-v1 /usr/local/bin /app/text2vec-transformers/bin
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+
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+ COPY ./multi-qa-MiniLM-L6-cos-v1 /app/app/text2vec-transformers
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+
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+ ENV PATH="/app/text2vec-transformers:/app/text2vec-transformers/bin:${PATH}"
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+ #RUN pip install -r requirements.txt
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+ #RUN pip install nltk==3.8.1 optimum==1.13.2 onnxruntime==1.16.1 onnx==1.14.1
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+ RUN ./custom_prerequisites.py
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+
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+ ##############################
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+ RUN useradd -m -u 1000 user
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+
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+ ##############################################################################
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+ # Start the weaviate vector database, text2vec-transformers and the semantic search app.
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+ #RUN /app/startup.sh
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+ CMD ["/app/startup.sh"]