Replace ChromaDB with pgvector for vector storage
Consolidate onto PostgreSQL by using pgvector instead of a separate ChromaDB instance. This removes a Docker volume, a large dependency, and simplifies the stack without meaningful performance impact at our document scale. - Swap langchain-chroma for langchain-postgres (PGVector) - Use pgvector/pgvector:pg16 Docker image with init script - Lazy-initialize vector store to avoid eager DB connections - Add SQL helpers for stats/delete/list (replacing _collection access) - Remove legacy main.py, chunker, petmd scraper, and /api/query endpoint Re-index required after deploy (POST /api/rag/index + /index-obsidian). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@@ -37,15 +37,14 @@ WORKDIR /app/raggr-frontend
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RUN yarn install && yarn build
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WORKDIR /app
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# Create ChromaDB and database directories
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RUN mkdir -p /app/chromadb /app/database
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# Create database directory
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RUN mkdir -p /app/database
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# Expose port
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EXPOSE 8080
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# Set environment variables
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ENV PYTHONPATH=/app
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ENV CHROMADB_PATH=/app/chromadb
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# Run the startup script
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CMD ["./startup.sh"]
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