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v0.4.2

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@rendro rendro released this 07 Feb 14:01
· 19 commits to main since this release
f614263

What's Changed

Retrieval Quality

  • Power-law FTS boost: replace linear BM25-normalized boost with power-law scaling, concentrating boost on top FTS hits while staying grounded in actual BM25 relevance scores
  • Tuned parameters via grid search (FTS_BOOST_MAX=0.12, FTS_GAMMA=2.0) — R@1: 45.5%, R@5: 78.0%, MRR: 59.3%, nDCG@5: 57.4%
  • FTS params overridable via env vars in bench builds for parameter sweeps

Latency

  • Batch chunk-to-item lookups (~30-60ms savings at 1,000 items)
  • Raise brute-force vector search threshold to 5,000 rows for better accuracy on small tables
  • Combined decay query: merge access + validation count lookups into single SQLite query