Rust Large-vector Resources

Large Vector Rust Vector for large amounts of data, that does not copy when growing, by using full mmap'd pages. Maturity I made ths to learn about mm

RootVG A 2D vector graphics library optimized for GUIs, written in Rust and wgpu How it Works Unlike other 2D vector graphics libraries which have a s

Ollama Cloud Native Buildpack This buildpack builds an OCI image with Ollama and a large language model. Configure your model by an Ollama Modelfile o

@neplex/vectorizer A simple Node.js library to convert raster images into svg using VTracer, with time complexity of O(n). Installation npm install @n

What is OasysDB? OasysDB is a vector database that can be used to store and query high-dimensional vectors. Our goal is to make OasysDB fast and easy

Oatmeal Terminal UI to chat with large language models (LLM) using different model backends, and integrations with your favourite editors! Overview In

🕹️ Vong This repository contains source code for the first native use of a compute-centric vector graphics video game, inspired by Pong. ✍️ Authors @

A Slack chat bot written in Rust that allows the user to interact with a large language model. Creating an App on Slack, first steps Go to https://api

FastEmbed-rs 🦀 Rust implementation of @Qdrant/fastembed 🍕 Features Supports synchronous usage. No dependency on Tokio. Uses @huggingface/tokenizers

tui-big-text tui-big-text is a rust crate that renders large pixel text as a ratatui widget using the glyphs from the font8x8 crate. Installation carg

Fast Vector Similarity Library Introduction The Fast Vector Similarity Library is designed to provide efficient computation of various similarity meas

summarize-cli Attempt to summarize text from stdin, using a large language model (locally and offline), to stdout. cargo build --release target/releas

An example on using huggingface/candle with Golang. For educational purposes only. The implementation is thread-safe and uses multilingual-e5-large mo

pg_vectorize under development The simplest implementation of LLM-backed vector search on Postgres. -- initialize an existing table select vectorize.i

tinyvector - a tiny embedding database in pure Rust ✨ Features Tiny: It's in the name. It's literally just an axum server. Extremely easy to customize

Tool to allow parsing large JSON files without laoding into memory. Developed in Rust with adapters in other programming langauges for easy adoption

llmchain: Modern Data Transformations with LLM 🦀 + Large Language Models, inspired by LangChain. Features Models: LLMs & Chat Models & Embedding Mode

Multi-platform desktop app to download and run Large Language Models(LLM) locally in your computer 🔗 Download | Give it a Star ⭐ | Share it on Twitte

Vemcache Vemcache is an in-memory vector database. Vemcache can be thought of as the Redis equivalent for vector databases. Getting Started Prerequisi

Auto Rust auto-rust is an experimental project that aims to automatically generate Rust code with LLM (Large Language Models) during compilation, util

pgvecto.rs pgvecto.rs is a Postgres extension that provides vector similarity search functions. It is written in Rust and based on pgrx. Features cosi

ecow Compact, clone-on-write vector and string. Types An EcoVec is a reference-counted clone-on-write vector. It takes up two words of space (= 2 usiz

llama-node Large Language Model LLaMA on node.js This project is in an early stage, the API for nodejs may change in the future, use it with caution.

llm-chain 🚀 llm-chain is a collection of Rust crates designed to help you work with Large Language Models (LLMs) more effectively. Our primary focus

Linked Atomic Random Insert Vector Lariv is a thread-safe, self-memory-managed vector with no guaranteed sequential insert. It internally uses a linke

Discord Drive This repo hold an MVP implementation of an concept to store data on discord by dividing them into chunks of 7MB each, which are then upl

Tiny CLI for submitting large calldata transactions to EVM networks to stress test the networking layer. Main motivation: EIP4844blobs.

Graph Force A python/rust library for embedding graphs in 2D space, using force-directed layouts. Installation pip install graph_force Usage The first

stress4844 Tiny CLI for submitting large calldata transactions to EVM networks to stress test the networking layer. Main motivation: EIP4844 blobs. ca

mapbox-gl-rs Unofficial Rust binding for mapbox-gl-js What's this? mapbox-gl-js is an open source library for rendering a beautiful vector-based maps

CachedHash For a type T, CachedHashT wraps T and implements Hash in a way that caches T's hash value. This is useful when T is expensive to hash (fo

Mozzarella Benchmarking Code This repository contains the code developed for the benchmarking experiments in our paper: "Moz $\mathbb{Z}_{2^k}$ arella

Quickstart • Docs • Guides • Integrations • Chat • Download What is Vector? Vector is a high-performance, end-to-end (agent & aggregator) observabilit

Type erased vector. All elements have the same type. Designed to be type-erased as far as possible - most of the operations does not know about concre

hashvec A HashVec is a hash map / dictionary whose key-value pairs are stored (and can be iterated over) in a fixed order, by default the order in whi

femtovg Join the femtovg Discord channel Work in progress! Antialiased 2D vector drawing library written in Rust.

nonaquad Vector anti-aliased graphics renderer for Android, WASM, Desktop in Rust, using miniquad. This library started as a port of NanoVG for miniqu

poke-fighting-rust Rust project that simulates a grid of Pokémon fighting with each other. Each Pokémon type is a pixel on the grid and is represented

netherquote Showcase for pathological compile times when using knuffel / chumsky / VERY LARGE types. How to reproduce The rust toolchain version is pi

The vector provided by this crate suports concurrent get and push operations. Reads are always lock-free, as are writes except when resizing is required.

A lightweight Rust library for BitVector Rank&Select operations, coupled with a generic Sparse Array implementation

bitsvec A bit vector with the Rust standard library's portable SIMD API Usage Add bitsvec to Cargo.toml: bitsvec = "x.y.z" Write some code like this:

Powerful 2D vector and raster editing. Procedural and nondestructive. Graphite is a digital content creation software package for 2D graphics, merging

Thalo Event sourcing framework for building microservices. Overview Thalo is an event-sourcing framework for building large scale systems based on the

arrayvec OR A vector with fixed capacity. Please read the API documentation here License Dual-licensed to be compatible with the Rust project. License

Rstats Usage Insert rstats = "^1" in the Cargo.toml file, under [dependencies]. Use in source files any of the following structs, as needed: use rstat

Rain Rain is an open-source distributed computational framework for processing of large-scale task-based pipelines. Rain aims to lower the entry barri

Embedded-friendly (i.e. no_std) Rust math library featuring fast, safe floating point approximations for common arithmetic operations, trigonometry, 2D/3D vector types, statistical analysis, and quaternions.

Codemod - Codemod is a tool/library to assist you with large-scale codebase refactors that can be partially automated but still require human oversight and occasional intervention. Codemod was developed at Facebook and released as open source.

tinyvg-rs A TinyVG vector graphics format parsing library. Testing This library uses the example files from the TinyVG/examples repo for integration t

An opinionated, powerful math lib for Vector2, Vector3, Matrix and Quaternion operations Vector2 Add, Sub, Div, Mul, Eq Distance Move towards target a

An opinionated, powerful math lib for Vector2, Vector3, Matrix and Quaternion operations Vector2 Add, Sub, Div, Mul, Eq Distance Move towards target a

lav Lane-Associated Vector (LAV): Portable SIMD vector trait as GAT of SIMD lane trait. NOTE: This crate requires nightly Rust. Provides SIMD lane tra

raw-parts A wrapper around the decomposed parts of a VecT. This struct contains the Vec's internal pointer, length, and allocated capacity. RawParts

rbdt 🚨 🚨 🚨 🚨 rbdt is a work in progress, currently being extracted out of another (private) project for the purpose of open sourcing and better so

minosse An ultra fast CLI app that fixes json files in large codebase or folders USAGE: minosse [OPTIONS] input-dir FLAGS: -h, --help Prints

weggli Introduction weggli is a fast and robust semantic search tool for C and C++ codebases. It is designed to help security researchers identify int

🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

In One Sentence You trained a SVM using libSVM, now you want the highest possible performance during (real-time) classification, like games or VR. Hig

Vector Similarity Search Engine with extended filtering support Qdrant (read: quadrant ) is a vector similarity search engine. It provides a productio

A One-Stop Large-Scale Graph Computing System from Alibaba GraphScope is a unified distributed graph computing platform that provides a one-stop envir

cgmath-rs A linear algebra and mathematics library for computer graphics. The library provides: vectors: Vector2, Vector3, Vector4 square matrices: Ma

bufro A vector graphics renderer using OpenGL with a Rust & C API. A Rust example can be found in examples/quickstart.rs (using glutin). A C example c

geojson Documentation Library for serializing the GeoJSON vector GIS file format Minimum Rust Version This library requires a minimum Rust version of

Martin Martin is a PostGIS vector tiles server suitable for large databases. Martin is written in Rust using Actix web framework. Requirements Install

geojson Documentation Library for serializing the GeoJSON vector GIS file format Minimum Rust Version This library requires a minimum Rust version of

inkdrop inkdrop is an artsy bitmap to vector converter. Command line interface The CLI binary is called inkdrop-cli and reads almost any image bitmap

Quickstart • Docs • Guides • Integrations • Chat • Download What is Vector? Vector is a high-performance, end-to-end (agent & aggregator) observabilit

fst This crate provides a fast implementation of ordered sets and maps using finite state machines. In particular, it makes use of finite state transd

array_tool Array helpers for Rust. Some of the most common methods you would use on Arrays made available on Vectors. Polymorphic implementations for

compressed_vec Floating point and integer compressed vector library, SIMD-enabled for fast processing/iteration over compressed representations. This

Get Started • Docs • Guides • Integrations • Chat • Download What is Vector? Vector is a high-performance, end-to-end (agent & aggregator) observabili