Lib.rs

› Algorithms
#vector-search #quantization #search-algorithms #binary-dot-product

rabitq

A Rust implementation of the RaBitQ vector search algorithm

by Keming

3 unstable releases

0.2.1 Oct 18, 2024
0.2.0 Oct 3, 2024
0.1.0 Aug 19, 2024

#955 in Algorithms

Download history 118/week @ 2024-08-14 26/week @ 2024-08-21 12/week @ 2024-09-11 10/week @ 2024-09-18 10/week @ 2024-09-25 207/week @ 2024-10-02 11/week @ 2024-10-09 154/week @ 2024-10-16 7/week @ 2024-10-23

173 downloads per month

AGPL-3.0

56KB
1.5K SLoC

Rust 1K SLoC // 0.0% comments Python 210 SLoC // 0.0% comments

RaBitQ

AGPL crates.io docs.rs Rust

RaBitQ implementation in Rust.

Features

  • RaBitQ with basic scan
  • RaBitQ with fastscan
  • x86_64 SIMD support
  • integrate with K-means clustering
  • disk-based RaBitQ
  • HTTP service
  • insert & update & delete

lib.rs:

RaBitQ implementation in Rust.

Dependencies

~12MB
~276K SLoC