Movatterモバイル変換


[0]ホーム

URL:


Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Sign up
Appearance settings

support ACORN-1#673

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 ourterms of service andprivacy statement. We’ll occasionally send you account related emails.

Already on GitHub?Sign in to your account

Open
cpegeric wants to merge9 commits intounum-cloud:main
base:main
Choose a base branch
Loading
fromcpegeric:acorn-1
Open

support ACORN-1#673

cpegeric wants to merge9 commits intounum-cloud:mainfromcpegeric:acorn-1

Conversation

@cpegeric
Copy link
Contributor

@cpegericcpegeric commentedOct 29, 2025
edited
Loading

Support ACORN-1 by visiting 2-hop-neighbors.

This is the first time to modify the C++ usearch code. This is just the proposal of ACORN-1. Please consider this change and amend whatever you feel appropriate.

  • So, to implement ACORN-1, when visiting a node in the HNSW search, we take the neighbors and 2-hop neighbors of the node, and for those that pass the filter, computes their distance to the query vector to see if they are relevant.
  • stick to original HNSW model and ACORN-1-inspired heuristic only on the lowest layer of the graph.

ashvardanian and yoonseok-kim reacted with heart emojiyoonseok-kim reacted with eyes emoji
@cpegericcpegeric marked this pull request as draftOctober 29, 2025 16:21
@cpegericcpegeric reopened thisOct 29, 2025
@cpegericcpegeric marked this pull request as ready for reviewOctober 29, 2025 16:48
@ashvardanianashvardanian added the v3Breaking changes planned for v3 labelNov 1, 2025
@ashvardanian
Copy link
Contributor

Thanks,@cpegeric! Will be looking into this in a couple of weeks 🤗

Sign up for freeto join this conversation on GitHub. Already have an account?Sign in to comment

Reviewers

No reviews

Assignees

No one assigned

Labels

v3Breaking changes planned for v3

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

3 participants

@cpegeric@ashvardanian@vderic

[8]ページ先頭

©2009-2025 Movatter.jp