4df7450461
- Custom PostgreSQL 15.2 image with pgvector 0.8.0 extension - Updated pg-cluster-hermes.yaml: custom image, sharedPreloadLibraries, maintenance_work_mem - RAG schema: documents table with vector(768) embeddings + HNSW index - RAG init job: ConfigMap + Job to apply schema to agent_memory db - Embedding service: FastAPI with nomic-embed-text-v1.5 - OpenAI-compatible /v1/embeddings endpoint - Deployment (1 replica, 2Gi-4Gi memory) + Service manifests - Updated kustomization.yaml to include new resources
18 lines
482 B
Text
18 lines
482 B
Text
FROM python:3.12-slim
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WORKDIR /app
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# Install sentence-transformers and deps
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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# Copy application
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COPY app.py .
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# Health check
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HEALTHCHECK --interval=30s --timeout=5s --start-period=60s --retries=3 \
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CMD python -c "import urllib.request; urllib.request.urlopen('http://localhost:8000/health')" || exit 1
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EXPOSE 8000
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CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000", "--workers", "1"]
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