Rust Multi-model Resources

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

Voice Activity Detector Provides a model and extensions for detecting speech in audio. Standalone Voice Activity Detector This crate provides a standa

A simple tool to convert a WebAssembly module (wasm32-wasi, wasm32-freestanding) to a WASI component (component model, WASI-preview2). Installation In

The Smart Intermediate Representation The Smart Intermediate Representation(short for IR) project is a new compiler framework intended for smart contr

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

An Algorithmic Approach to (2, 2)-isogenies in the Theta Model Code accompanying the research paper: An Algorithmic Approach to (2, 2)-isogenies in th

example.mp4 About Rust boids simulation using Reynolds model running with Bevy engine. The following parameters can be updated while the simulation is

4at Simple Multi-User Chat. The code has fallen to "Rewrite it in Rust" disease. You can find the legacy Go version in ./legacy-go-version if you stil

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

Introduction constructivism is a Rust sample-library designed to simplify the construction of structured data by defining and manipulating sequences o

mping-rs a multi-targets ping tool, which supports 10,000 packets/second, accurate latency. 一个高频ping工具，支持多个目标。 正常的ping一般用来做探测工具，mping还可以用来做压测工具。 Go版本:

smrec Minimalist multi-track audio recorder which may be controlled via OSC or MIDI. I did this because I needed a simple multi-track audio recorder w

porterlib A 3d model, animation and generalized game ripping library written in Rust. 15k LOC Rust in one weekend and I don't think they can get any b

agree agree is a CLI tool for easily applying multi-key-turn security via Shamirs Secret Sharing. Project state agree is unstable. Version semantics:

bytepiece Implementation of Su's bytepiece. Bytepiece is a new tokenize method, which uses UTF-8 Byte as unigram to process text. It needs little prep

Loole A safe async/sync multi-producer multi-consumer channel. Producers can send and consumers can receive messages asynchronously or synchronously:

Integra Web Framework Integra is a sleek, performant web framework for Rust, harnessing the power of the hyper library. Will become the first highly p

wasm_component_layer wasm_component_layer is a runtime agnostic implementation of the WebAssembly component model. It supports loading and linking WAS

rs-ingest Ingestion library written in rust for Futurenet rs-ingest Ingestion library written in rust for Futurenet Features Running offline Single-th

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

Cria - Local llama OpenAI-compatible API The objective is to serve a local llama-2 model by mimicking an OpenAI API service. The llama2 model runs on

dlrs dlrs is a multi-protocol download tool for the command line. Written in Rust, dlrs splits your downloads to speed them up where possible. Feature

Whisper Burn: Rust Implementation of OpenAI's Whisper Transcription Model Whisper Burn is a Rust implementation of OpenAI's Whisper transcription mode

confik This crate provides a macro for creating configuration/settings structures and functions to read them from files and the environment. Example A

tui-textarea tui-textarea is a simple yet powerful text editor widget like textarea in HTML for tui-rs and ratatui. Multi-line text editor can be ea

Web-RWKV This is an implementation of the language model of RWKV in pure WebGPU. Compile and Run Install Rust. Run cargo run --release --example gen t

NPC engine Core:  Utils:  © 2020-2022 ETH Zurich and other contributors. See AUTHORS.txt for more details. A customizable Monte Carlo Tree Search (MCT

MLIR-RS Multi-Level Intermediate Representation framework for Rust. What Modern programming language design is moving towards multi-level lowering to

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

Vision This is a project to write the CSL-Next typescript model and supporting libraries and tools in Rust, and convert to JSON Schema from there. At

Ideas = Creations 中文 RustHub: Rust ideas yesterday, shining creations today! This repository holds source code used to run https://rusthub.org, it's

LLaMa 7b in rust This repo contains the popular LLaMa 7b language model, fully implemented in the rust programming language! Uses dfdx tensors and CUD

Torrust-Axum Tracker Project Description Torrust-Axum Tracker is a lightweight but incredibly powerful and feature-rich BitTorrent Tracker made using

COSMIC Text Pure Rust multi-line text handling. COSMIC Text provides advanced text shaping, layout, and rendering wrapped up into a simple abstraction

Rusty: GPT-3 Powered CLI Tool Convert natural language into executable commands directly from the terminal! Open source CLI tool powered by OpenAI (br

ChatGPT-Code-Review is a Rust application that uses the OpenAI GPT-3.5 language model to review code. It accepts a local path to a folder containing code, and generates a review for each file in the folder and its subdirectories.

BDFD AI Mod Our tiny Discord ticket support bot that utilizes the OpenAI GPT-3.5-turbo model. This project aims to help users by providing a very fast

MVCC for Rust This is a work-in-progress the Hekaton optimistic multiversion concurrency control library in Rust. The aim of the project is to provide

CrossBus A Platform-Less, Runtime-Less Actor Computing Model Overview CrossBus is an implementation of Actor Computing Model, with the concept that Ru

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.

Smol Rust RWKV What is it? A simple example of the RWKV approach to language models written in Rust by someone that knows basically nothing about math

llamacord A Discord bot, written in Rust, that generates responses using the LLaMA language model. Built on top of llama-rs. Setup Model Obtain the LL

Polyphony A multi-instance, Discord/Spacebar API-compatible chat client, written in Rust and Svelte (TypeScript) using Tauri. Explore the docs » Repor

Polyphony A multi-instance, Discord/Spacebar API-compatible chat client, written in Rust and Svelte (TypeScript) using Tauri. Explore the docs » Repor

CLIP as service in Rust A blazing fast gRPC server for CLIP model, powered by ONNX. Only text model can be used now. Build cargo build --bin clip-as-s

Keep Calm (and call Clone) Simple shared types for multi-threaded Rust programs: keepcalm gives you permission to simplify your synchronization code i

llamacord A Discord bot, written in Rust, that generates responses using the LLaMA language model. Built on top of llama-rs. Setup Model Obtain the LL

What is Tight Model Format The main goal of the tmf project is to provide a way to save 3D game assets compressed in such a way, that there are no not

std-ownership An ownership model that is used to replace the Ring in Linux. It's 10x faster than Ring in Syscall. Overview The ownership system allows

tachyonix An asynchronous, multi-producer, single-consumer (MPSC) bounded channel that operates at tachyonic speeds. This library is an offshoot of As

CosmWasm Template Template for multi-contract CosmWasm projects How to Use Install cargo-make: cargo install --force cargo-make Run formatter: cargo m

Attic Attic is a self-hostable Nix Binary Cache server backed by an S3-compatible storage provider. It has support for global deduplication and garbag

WynDex A Multi-chain Decentralized Exchange (DEX) built on CosmWasm for the WYND DAO. Overview License The initial pool types were copied from astropo

tt21100 An embedded-hal driver for the TT21100 multi-touch touchscreen controller. If there is a feature which has not yet been implemented and which

COM PROCESS INJECTION for RUST Process Injection via Component Object Model (COM) IRundown::DoCallback(). 该技术由 @modexpblog 挖掘发现，在我对该技术进行深入研究过程中，将原项目 m

STAM Library STAM is a data model for stand-off text annotation and described in detail here. This is a sofware library to work with the model, writte

Freelance Escrow payment protocol 📝 About The freelance protocol is a protocol built on decentralized and open systems such as blockchain and decentr

nftables-json Serde JSON model for interacting with the nftables nft executable Provides Rust types that map directly to the nftables JSON object mode

ferrilab Redefining the Rust fundamental data model bitvec funty radium Introduction The ferrilab project is a collection of crates that provide more

PropelAuth Add authentication and authorization to your application. This library is meant to be used with a PropelAuth account. You can sign up and g

Key-Value Component Demo This repo serves as an example of how to use the latest wasm runtime wasmtime and its component-model feature to build and ex

Probabilistic Principal Component Analysis (PPCA) model This project implements a PPCA model implemented in Rust for Python using pyO3 and maturin. In

obj-to-html is a small application that converts a 3D model in .obj format into HTML and CSS that will display that model in a web browser, spinning a

fr33zmenu A multi-page fuzzy launcher for your terminal, written in Rust. Supports theming and multiple keybind schemes, including basic vim keybinds.

Twitch Chat Downloader 🗒️ tcd is a multi-threaded Twitch Chat Downloader built in Rust 🦀 . Usage: tcd [OPTIONS] --channel CHANNEL|--video VIDEO

Anoma Blockchain prototye This prototype aims to reproduce the following topology: ┌────────┐ ┌───────────┐ │ ┌───────┐ │Sol

Multi Test: Test helpers for multi-contract interactions Warning: Alpha Software Designed for internal use only. This is used for testing cw-plus cont

Fin Multi A basic contract designed to support consolidation of staking "dust" into a single asset, via FIN Market Swaps. ExecuteMsg requires a VecVe

Your one stop CLI for ONNX model analysis. Featuring graph visualization, FLOP counts, memory metrics and more! ⚡️ Quick start First, download and ins

OpenTau: Using OpenAI Codex for Gradual Type Inference Current implementation is focused on TypeScript Python implementation comes next Requirements r

msdfont WIP - school started so less updates from now on :(( Multi-channel signed distance field (MSDF) generator for fonts implemented in pure Rust.

tprox A multi-connection TCP reverse proxy. The tprox server is able to proxy multiple incoming connections to the tprox client over a single TCP conn

Ikki Ikki is a tool for defining and running multi-container Docker applications. It is similar to Docker Compose but comes with some differences. Goa

TokioSky Build concurrent and multi-stage data ingestion and data processing pipelines with Rust+Tokio. TokioSky allows developers to consume data eff

Ethereum JSON-RPC multi-transport client. Rust implementation of web3 library. ENS address: rust-web3.eth

Segment Segment is a simple & fast in-memory database with a key-value data model written in Rust. Features Dynamic keyspaces Keyspace level control o

A mini kv database demo that using simplified bitcask storage model with rust implementation.

Substreams Ethereum Substreams development kit for Ethereum chains, contains Rust Firehose Block model and helpers as well as utilities for Ethereum A

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

Polars Python Documentation | Rust Documentation | User Guide | Discord | StackOverflow Blazingly fast DataFrames in Rust, Python & Node.js Polars is

CipherCore If you have any questions, or, more generally, would like to discuss CipherCore, please join the Slack community. See a vastly extended ver

Cryptle: a secure multi-party Wordle clone with Enarx Wordle is a popular web-based game, where a single player has to guess a five-letter word in six

message-io is a fast and easy-to-use event-driven network library. The library handles the OS socket internally and offers a simple event message API

Generates preview thumbnails for 3D model files. Provide a Windows Explorer extensions that adds preview thumbnails for 3D model files.

random_search A neural network model that can approximate any non-linear function by using the random search algorithm for the optimization of the los

syn-file-expand This library allows you to load full source code of multi-file crates into a single syn::File. Features: Based on syn crate. Handling

multi-agent (path finding) planning framework Mapf is a (currently experimental) Rust library for multi-agent planning, with a focus on cooperative pa

dip editor Multi-platform Text editor purely written in Rust, supercharged by Bevy game engine and Dioxus UI framework. heavily in development Why Gam

Run a list of commands on a set of SSH nodes. With a bit of optional parametrization.

CG-MPC-ECDSA This project aims to implement two-party and multi-party ECDSA protocols based on class group with Rust. It currently includes schemes de

remedy Remedy is a multi-threaded rust-imap-maildir synchronization program. Please note that remedy is under heavy development. Current features: IMA

Tachyon Tachyon is a performant and highly parallel reliable udp library that uses a nack based model. Strongly reliable Reliable fragmentation Ordere

Aleo Light Prover Introduction A standalone Aleo prover build upon snarkOS and snarkVM, with multi-threading optimization. It's called "light" because

tongrams-rs: Tons of N-grams in Rust This is a Rust port of tongrams to index and query large language models in compressed space, in which the data s

wheel-timer2 A timer based on a multi-time wheel structure This library uses a multi-layered time wheel structure. When a task is added to the wheel,

title stringsext - search for multi-byte encoded strings in binary data stringsext is a Unicode enhancement of the GNU strings tool with additional fu

sentry - yet another multi-purpose discord bot

CarLI is a framework for creating single-command and multi-command CLI applications in Rust. The framework provides error and IO types better suited for the command line environment, especially in cases where unit testing is needed.

Northstar Northstar is a horizontally scalable and multi-tenant Kubernetes cluster provisioner and orchestrator. Explore the docs » View Demo · Report

Damavand is a code that simulates quantum circuits. In order to learn more about damavand, refer to the documentation. Development status Core feature