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Search upgrade: Postgres full-text (tsvector) and pgvector semantic search

FeaturePlannedView on roadmap· by Elsama· 2 months ago

Context: Search is ILIKE-based today (src/lib/mcp/tools.ts). pgvector is enabled but unused; pg_trgm powers duplicate suggestions only.

Scope:

  • Add tsvector columns and GIN indexes for posts, docs, and changelog; rank results.
  • Add an embeddings pipeline and pgvector index for semantic search and better duplicate detection.
  • Blend lexical and semantic results in the search UI and the MCP search tool.

Done when: search returns ranked, relevant results across posts, docs, and changelog with semantic recall.

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