The code to support VoyageAI embedding and rerank models was added in
the https://github.com/lancedb/lancedb/pull/1799 PR.
Some of the documentation changes was also made, here adding the
VoyageAI embedding doc link to the index page.
These are my first PRs in lancedb and while i checked the
documentation/code structure, i might missed something important. Please
let me know if any changes required!
- Both LinearCombination (the current default) and RRF are pretty fast
compared to model based rerankers. RRF is slightly faster.
- In our tests RRF has also been slightly more accurate.
This PR:
- Makes RRF the default reranker
- Removed duplicate docs for rerankers
