https://github.com/kemingy/rabitq

rabitq rust implementation
https://github.com/kemingy/rabitq

quantization vector-search

Last synced: 7 months ago
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rabitq rust implementation

• Host: GitHub
• URL: https://github.com/kemingy/rabitq
• Owner: kemingy
• License: agpl-3.0
• Created: 2024-08-14T13:25:04.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-03-08T07:59:16.000Z (7 months ago)
• Last Synced: 2025-03-08T08:30:05.850Z (7 months ago)
• Topics: quantization, vector-search
• Language: Rust
• Homepage:
• Size: 280 KB
• Stars: 9
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# RaBitQ

[![AGPL](https://img.shields.io/github/license/kemingy/rabitq)](https://www.tldrlegal.com/license/gnu-affero-general-public-license-v3-agpl-3-0)

[![crates.io](https://img.shields.io/crates/v/rabitq.svg)](https://crates.io/crates/rabitq)

[![docs.rs](https://docs.rs/rabitq/badge.svg)](https://docs.rs/rabitq)

[![Rust](https://github.com/kemingy/rabitq/actions/workflows/rust.yml/badge.svg)](https://github.com/kemingy/rabitq/actions/workflows/rust.yml)

[RaBitQ](https://github.com/gaoj0017/RaBitQ) implementation in Rust.

## Features

- [x] RaBitQ with basic scan

- [ ] RaBitQ with fastscan

- [x] x86_64 SIMD support

- [ ] integrate with K-means clustering

- [x] disk-based RaBitQ

- [x] HTTP service

- [ ] insert & update & delete

- [ ] cosine similarity distance

- [ ] early stop