-
Notifications
You must be signed in to change notification settings - Fork 6.8k
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
USearch HNSW index for ANN search #53447
Conversation
|
This is an automated comment for commit 2c33051 with description of existing statuses. It's updated for the latest CI running
|
@rschu1ze, have you by any chance saved the error messages from RISC-V builds - the ones that are related to half-precision floats? We have a compilation flag, that allows switching to a more hardware-friendly implementation. PS: Will extend documentation soon. |
Couldn't find them anymore in our CI. But to repro the error message locally, do the following:
|
Fixes #52552
This PR integrates USearch that implements HNSW approximate nearest neighbor search. The code and SQL interface is similar to the existing Annoy index. It can be easily extended in future to support further metrics and allow on-the-fly quantization.
Changelog category (leave one):
Changelog entry (a user-readable short description of the changes that goes to CHANGELOG.md)
Add experimental support for HNSW as approximate neighbor search method.
Documentation entry for user-facing changes