Top 10 Rust Vector Projects

vector

19 14,494 9.9 Rust

A high-performance observability data pipeline.

Project mention: About reading logs | /r/sysadmin | 2023-09-28

We don't pull logs, we forward logs to a centralized logging service.
nalgebra

5 3,403 5.9 Rust

Linear algebra library for Rust.

Project mention: Geometric Algebra to Geometric Computing Software Developers | news.ycombinator.com | 2023-09-24

> Some GA libraries[1][2] define types for the different kind of objects (grades)
That's nice!
This reminds of me things like, linear algebra libraries that will type-check matrices so that a 2x2 matrix can't be added to a 2x3 matrix (but then you can have a dynamic matrix that will error only in runtime), like https://nalgebra.org/ and others.
InfluxDB

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cgmath-rs

0 1,062 0.0 Rust

A linear algebra and mathematics library for computer graphics.
pgvecto.rs

12 712 10.0 Rust

Vector database plugin for Postgres, written in Rust, specifically designed for LLM

Project mention: How We Made PostgreSQL a Better Vector Database | news.ycombinator.com | 2023-09-25

Hi, we've solved the problem you mentioned! Please take a look on our open source postgres vector extension https://github.com/tensorchord/pgvecto.rs.
Our index building process is significantly faster than pgvector on hnsw because we can utilize all the cores, whereas pgvector can only use one core. And for the filter support, we do support pre-filtering, which will guarantee enough results no matter the condition is.
staticvec

1 270 0.0 Rust

Implements a fixed-capacity stack-allocated Vec alternative backed by an array, using const generics.

Project mention: Posting asking if the Rust Reddit community is overly regulated gets regulated. | /r/programmingcirclejerk | 2023-05-27

This crate of mine for example is currently literally unusable until the deeply fundamental features that John Random kinda-sorta removed in this pull request, ostensibly in preparation for whatever shittily stated syntax is ultimately establihed by whatever the hell "keyword generics" actually is (I really don't know, like this isn't a joke, I fundamentally do not understand what the fuck they're proposing at all in any way or how it's meaningfully and usefullly different from the previous syntax).
array_tool

0 72 0.0 Rust

Array helpers for Rust's Vector and String types
maths-rs

0 47 0.0 Rust

Linear algebra library for graphics and gamedev.
SonarLint

www.sonarlint.org
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any_vec

0 8 0.0 Rust

Rust type erased vector.
veccentric

0 7 5.0 Rust

Tiny 2D vector library. Inspired by p5.js's p5.Vector.
spaceform

1 5 10.0 Rust

A cross-platform SIMD-accelerated math library for 3D rendering and simulation

Project mention: Got bored and implemented the AlphaTensor matrix multiplication algorithms in Rust with SIMD https://github.com/drbh/simd-alphatensor-rs | /r/rust | 2022-10-09

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-09-28.