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DevRunbook-Public/adr/ADR-004-postgres-search-first.md
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# ADR-004 — PostgreSQL search before semantic infrastructure
## Status
Accepted
## Context
The library requires fast title, tag, category and intent search with filters. A vector database adds operational complexity and less explainable ranking.
## Decision
Use PostgreSQL full-text search plus structured filters and optional trigram matching. Add semantic search only after measured unmet discovery needs.
## Consequences
- one datastore and simple self-hosting;
- explainable matching;
- adequate scale for initial catalog and private content;
- synonyms and curated intent terms need content governance;
- future embedding index remains possible behind a search port.