Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add rescoring support to OnDisk 4x Compression #2558

Open
naveentatikonda opened this issue Feb 25, 2025 · 0 comments
Open

Add rescoring support to OnDisk 4x Compression #2558

naveentatikonda opened this issue Feb 25, 2025 · 0 comments

Comments

@naveentatikonda
Copy link
Member

naveentatikonda commented Feb 25, 2025

Description

As of today we know that the disk based vector search provides good recall even with 32x compression(by trading off search latencies) except the 4x compression which uses Lucene engine behind the scenes and Faiss engine for all other compressions. We need to add rescoring support(like with Faiss) for Lucene during search which will help to improve the recall of 4x compression and make it at par with the recall of other compression levels.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
Status: 3.x
Development

No branches or pull requests

1 participant