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v0.8.6 Improve vector search performance when deletions are present

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@changhiskhan changhiskhan released this 19 Oct 19:25
· 4415 commits to main since this release

Also including a substantial refactor

What's Changed

  • refactor: refactor flat search to lance-index by @eddyxu in #1419
  • refactor: move encodings to lance-core by @eddyxu in #1425
  • feat: expose latest version id api by @chebbyChefNEQ in #1426
  • refactor: use function pointers instead of trait objects by @wjones127 in #1424
  • feat: automatically convert image to tensors in TF data pipeline by @rok in #1420
  • refactor: migrate schema and data types to lance-core by @eddyxu in #1429
  • perf: better parallelism in delete vector prefiltering by @westonpace in #1428
  • test: fix flaky tests involving tokio::fs::File by @westonpace in #1430
  • perf: use selection vector strategy to improve exact knn performance with deletions by @wjones127 in #1418

Full Changelog: v0.8.5...v0.8.6