Commit Graph

5 Commits

Author SHA1 Message Date
Ryan Chen 438399646f 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>
2026-04-24 08:43:52 -04:00
ryan 86cc269b3a yeet 2026-03-03 08:23:31 -05:00
Ryan Chen 12eb110313 linter 2026-01-11 09:12:37 -05:00
Ryan Chen 70799ffb7d refactor 2025-11-10 15:51:13 -05:00
Ryan Chen 2bc498f8c0 initial commit 2025-07-25 23:08:16 -04:00