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v0.2.1

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@github-actions github-actions released this 06 Oct 22:59
· 2 commits to main since this release

Better default recall on text embeddings, and a fix so ef_search changes reach existing data.

Changes

  • ef_search now defaults to 100 (was 50). Recall@10 on 1536-d text embeddings goes from 0.97 to 0.995, at a bit more query latency.
  • ef_construction now defaults to 100 (was 200). Inserts are faster with the same recall at 10k vectors. On larger datasets, set it back to 200 if you need the extra recall.
  • Fixed: a snapshot overrode the configured ef_search on load, so changing it had no effect on data saved earlier.

No format or API changes; 0.2.0 data loads as is.

The README has new benchmark numbers on 100k text embeddings, and the roadmap lists what's next.

docker run -p 9697:9697 -v govec-data:/data ghcr.io/pradyothsp/govec:0.2.1

Full Changelog: v0.2.0...v0.2.1