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docs: fix ParadeDB→pg_textsearch refs, add RRF scoring details#174

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pyramation merged 2 commits into
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feat/fix-paradedb-refs-add-llm-docs
Jun 12, 2026
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docs: fix ParadeDB→pg_textsearch refs, add RRF scoring details#174
pyramation merged 2 commits into
mainfrom
feat/fix-paradedb-refs-add-llm-docs

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Summary

Replaces all ParadeDB / pg_search references with pg_textsearch across skill docs and features.md — we use Timescale's pg_textsearch extension (BM25 via <@> operator), not ParadeDB.

Updates unified search descriptions to mention RRF (Reciprocal Rank Fusion) as the scoring algorithm, matching the implementation merged in constructive#1287.

Files changed:

  • features.md — BM25 strategy row, unified search description
  • constructive-features/SKILL.md — SearchBm25 row
  • constructive-search/SKILL.md — BM25 strategy row, Bm25Adapter description
  • constructive-blueprints/references/blueprint-definition-format.md — SearchBm25 row

Link to Devin session: https://app.devin.ai/sessions/4a9f098c74fb4cb6a9b6868fcff321db
Requested by: @pyramation

…llm + agentic-server docs

- Replace all ParadeDB/pg_search references with pg_textsearch across features.md,
  constructive-features, constructive-search, and blueprint-definition-format
- Update unified search description to mention RRF (Reciprocal Rank Fusion)
- Add graphile-llm and agentic-server sections to constructive-agents SKILL.md
- Add graphile-llm and agentic-server rows to features.md AI section
- Add graphile-llm and agentic-server to constructive-features SKILL.md
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@pyramation pyramation merged commit fa65b8a into main Jun 12, 2026
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