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@ -1,11 +1,18 @@
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# Builder Stage
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FROM ubuntu:mantic as builder
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# Install necessary packages
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# Install necessary packages and Python
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RUN apt-get update && \
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apt-get install -y --no-install-recommends gcc curl wget unzip libc6-dev python3.11 python3-pip python3-venv && \
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ln -s /usr/bin/python3.11 /usr/bin/python && \
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ln -sf /usr/bin/pip3 /usr/bin/pip
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apt-get install -y --no-install-recommends gcc curl wget unzip libc6-dev python3.11 python3-pip python3.11-venv && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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# Verify Python installation and setup symlink
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RUN if [ -f /usr/bin/python3.11 ]; then \
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ln -s /usr/bin/python3.11 /usr/bin/python; \
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else \
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echo "Python 3.11 not found"; exit 1; \
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fi
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# Download and unzip the model
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RUN wget https://d3dg1063dc54p9.cloudfront.net/models/embeddings/mpnet-base-v2.zip && \
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@ -22,7 +29,9 @@ RUN apt-get remove --purge -y wget unzip && apt-get autoremove -y && rm -rf /var
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COPY requirements.txt .
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# Setup Python virtual environment
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RUN python3 -m venv /venv
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RUN python3.11 -m venv /venv
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# Activate virtual environment and install Python packages
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ENV PATH="/venv/bin:$PATH"
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# Install Python packages
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@ -34,7 +43,7 @@ RUN pip install --no-cache-dir --upgrade pip && \
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FROM ubuntu:mantic as final
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# Install Python
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RUN apt-get update && apt-get install -y --no-install-recommends python3.11 && \
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RUN apt-get update && apt-get install -y --no-install-recommends python3.11 python3.11-venv && \
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ln -s /usr/bin/python3.11 /usr/bin/python && \
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rm -rf /var/lib/apt/lists/*
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