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# Cloned from https://huggingface.co/spaces/limcheekin/bge-small-en-v1.5/tree/main
# Define global args
# ARG MODEL="BAAI/bge-small-en-v1.5"
ARG MODEL="sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2"
FROM debian:bullseye-slim AS build-image
# Include global args in this stage of the build
ARG MODEL
ENV MODEL=${MODEL}
COPY ./download.sh ./
# Install build dependencies
RUN apt-get update && \
apt-get install -y git-lfs
RUN chmod +x *.sh && \
./download.sh && \
rm *.sh
# Stage 3 - final runtime image
# Grab a fresh copy of the Python image
FROM python:3.11-slim
# Include global args in this stage of the build
ARG MODEL
ENV MODEL=${MODEL}
ENV NORMALIZE_EMBEDDINGS=1
ENV HF_HOME="/tmp/hf_home"
# Set environment variable for the host
ENV HOST=0.0.0.0
ENV PORT=7860
COPY --from=build-image ${MODEL} ${MODEL}
COPY ./main.py ./
COPY ./start_server.sh ./
# COPY ./index.html ./
RUN pip install --no-cache-dir open-text-embeddings[server] && \
chmod +x ./start_server.sh
# Expose a port for the server
EXPOSE ${PORT}
# Run the server start script
CMD ["/bin/sh", "./start_server.sh"]
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