Files
yellowjacket/backend
yonlu 7f0c6d362a feat: personalized search ranking — library > similar > neither
Migration 15: add in_library and is_similar INTEGER columns to
explore_index. Backfills in_library from existing library MBIDs.

Search index FTS5 query now includes personalization in scoring:
  ORDER BY bm25(...) - (ln(pop+1) * 1.5)
           - (in_library * 3.0) - (is_similar * 1.5)

For equal text+popularity scores:
  - Library artist beats unrelated by 3.0 points
  - Similar artist beats unrelated by 1.5 points
  - Library > Similar > Neither

Tier 3 (library) entries get in_library=1 via markInLibrary.
Tier 4 (similar) entries get is_similar=1 via markSimilar.

MB result reranking (boostWithIndexPopularity) adds a 10M
popularity bonus for library artists, ensuring they always
rank above non-library artists with equal text relevance.
2026-03-28 12:50:57 -04:00
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