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v0.4.1

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@rendro rendro released this 07 Feb 01:06
· 24 commits to main since this release
8153139

Changes

  • Replace RRF (Reciprocal Rank Fusion) with additive FTS boost in search_items(), recovering ~10pp on Recall@1
  • The additive boost (0.08 / (1 + fts_rank)) preserves vector similarity magnitude while using FTS as a targeted keyword tie-breaker

Benchmark (1000 memories, 200 queries)

Approach Recall@1 Recall@5 MRR
Additive boost (0.08) 46.5% 73.0% 59.2%
RRF (K=60) 37.0% 73.5% 53.2%