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Semantic search (vector embeddings) #9

Description

@fuseraft

Referenced as a planned enhancement in both docs/features/agent.md ("Future Enhancements") and docs/development/architecture.md ("Planned Enhancements").

Add embedding-based similarity search over concepts (as opposed to today's presumably text/keyword-based search), used by:

  • The system agent, for grounding answers with more relevant concepts
  • compendium search (once implemented, see the CLI subcommands issue)
  • The Web UI search box

This is also a likely dependency for auto-linking and duplicate detection (see the agent/platform enhancements issue) — worth landing first since those features build on top of it.

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