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0e05c824e9
Add a complete example demonstrating dirty workers with sentence-transformers for text embeddings via FastAPI: - EmbeddingApp DirtyApp that loads and manages the ML model - FastAPI endpoints for /embed and /health - Docker and docker-compose configuration - Integration tests with numpy similarity checks - GitHub Actions CI workflow
22 lines
423 B
Docker
22 lines
423 B
Docker
FROM python:3.12-slim
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WORKDIR /app
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# Install dependencies
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RUN pip install --no-cache-dir \
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sentence-transformers \
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fastapi \
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pydantic
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# Copy gunicorn source
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COPY . /app/gunicorn-src
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RUN pip install /app/gunicorn-src
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# Copy app
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COPY examples/embedding_service /app/embedding_service
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ENV PYTHONPATH=/app
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EXPOSE 8000
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CMD ["gunicorn", "embedding_service.main:app", "-c", "embedding_service/gunicorn_conf.py"]
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