v0.3.1 Index creation tool
We added an index creation tool that's 2x faster than FAISS.
Accessible in python via Dataset.create_index
What's Changed
- Add unit test for Dataset::take_rows by @eddyxu in #523
- Create index API from Python by @eddyxu in #524
- Implement a kmean optimized for Arrow-backed vectors in pure rust. by @eddyxu in #525
- Reimplement IVF_PQ index. by @eddyxu in #519
- Use pure rust kmean in IVF and PQ by @eddyxu in #526
- update release actions by @changhiskhan in #527
- [rust] make scanning in order configurable by @changhiskhan in #528
Full Changelog: v0.3.0...v0.3.1