44 Repositories
Rust offline-llm Libraries
The fastest CLI tool for prompting LLMs. Including support for prompting several LLMs at once!
cai - The fastest CLI tool for prompting LLMs Features Build with Rust π¦ for supreme performance and speed! ποΈ Support for models by Groq, OpenAI, A
Evaluate LLM-generated COBOL
COBOLEval: LLM Evaluation for COBOL COBOLEval is a dataset to evaluate the code generation abilities of Large Language Models on the COBOL programming
A Rust LLaMA project to load, serve and extend LLM models
OpenLLaMA Overview A Rust LLaMA project to load, serve and extend LLM models. Key Objectives Support both GGML and HF(HuggingFace) models Support a st
Cloud Native Buildpack that builds an OCI image with Ollama and a large language model.
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
nl-sh: Natural Language Shell
The Natural Language Shell integrates GPT4 or local GGUF-formatted models directly into the terminal experience, allowing operators to describe their tasks in either POSIX commands or fluent human language
An egui app for prompting a local offline LLM.
An egui app for prompting a local offline LLM. Description coze is a small egui application for prompting a local offline LLM using the Huggingface ca
Rust library for integrating local LLMs (with llama.cpp) and external LLM APIs.
Table of Contents About The Project Getting Started Roadmap Contributing License Contact A rust interface for the OpenAI API and Llama.cpp ./server AP
Putting a brain behind `cat`πββ¬ Integrating language models in the Unix commands ecosystem through text streams.
smartcat (sc) Puts a brain behind cat! CLI interface to bring language models in the Unix ecosystem and allow power users to make the most out of llms
Terminal UI to chat with large language models (LLM) using different model backends, and integrations with your favourite editors!
Oatmeal Terminal UI to chat with large language models (LLM) using different model backends, and integrations with your favourite editors! Overview In
A single-binary, GPU-accelerated LLM server (HTTP and WebSocket API) written in Rust
Poly Poly is a versatile LLM serving back-end. What it offers: High-performance, efficient and reliable serving of multiple local LLM models Optional
Slack chat bot written in Rust that allows the user to interact with a large language model.
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
An LLM-powered (CodeLlama or OpenAI) local diff code review tool.
augre An LLM-powered (CodeLlama or OpenAI) local diff code review tool. Binary Usage Install Windows: $ iwr https://github.com/twitchax/augre/releases
The Fast Vector Similarity Library is designed to provide efficient computation of various similarity measures between vectors.
Fast Vector Similarity Library Introduction The Fast Vector Similarity Library is designed to provide efficient computation of various similarity meas
LLaMA2 port for Rust inspired by llama2.c
llama2-rs LLaMA2 port for Rust inspired by llama2.c. TODOs: Implement loading of the model Implement forward pass Implement generation Implement token
Attempt to summarize text from `stdin`, using a large language model (locally and offline), to `stdout`
summarize-cli Attempt to summarize text from stdin, using a large language model (locally and offline), to stdout. cargo build --release target/releas
A localized open-source AI server that is better than ChatGPT.
π―AI00 RWKV Server English | δΈζ | ζ₯ζ¬θͺ AI00 RWKV Server is an inference API server based on the RWKV model. It supports VULKAN inference acceleration a
Solving context limits when working with AI LLM models by implementing a "chunkable" attribute on your prompt structs.
Promptize Promptize attempts to solve the issues with context limits when working with AI systems. It allows a user to add an attribute to their struc
The simplest implementation of LLM-backed vector search on Postgres.
pg_vectorize under development The simplest implementation of LLM-backed vector search on Postgres. -- initialize an existing table select vectorize.i
Crates Registry is a tool for serving and publishing crates and serving rustup installation in offline networks.
Crates Registry Description Crates Registry is a tool for serving and publishing crates and serving rustup installation in offline networks. (like Ver
Super-simple, fully Rust powered "memory" (doc store + semantic search) for LLM projects, semantic search, etc.
memex Super simple "memory" for LLM projects, semantic search, etc. Running the service Note that if you're running on Apple silicon (M1/M2/etc.), it'
Bring the power of pre-signed URLs to your apps. Signway is a gateway for redirecting authentic signed URLs to the requested API
A gateway that proxies signed requests to other APIs. Check the docs for more info. If you are looking for the managed version checkout this link http
Multi-platform desktop app to download and run Large Language Models(LLM) locally in your computer.
Multi-platform desktop app to download and run Large Language Models(LLM) locally in your computer π Download | Give it a Star β | Share it on Twitte
auto-rust is an experimental project that aims to automatically generate Rust code with LLM (Large Language Models) during compilation, utilizing procedural macros.
Auto Rust auto-rust is an experimental project that aims to automatically generate Rust code with LLM (Large Language Models) during compilation, util
Unofficial python bindings for the rust llm library. πβ€οΈπ¦
llm-rs-python: Python Bindings for Rust's llm Library Welcome to llm-rs, an unofficial Python interface for the Rust-based llm library, made possible
LLM-chain Rust Template Repository
Jumpstart your llm-chain projects with the llm-chain-template repository! This template provides a foundation for using the llm-chain library, complete with example code and instructions to get you started effortlessly.
π+π¦ Ultra-portable Rust game engine suited for offline 2D games powered by WebAssembly
pagurus π + π¦ Ultra-portable Rust game engine suited for offline 2D games powered by WebAssembly. Examples Snake Traditional snake game: examples/sn
π§ WIP π§ Vector database plugin for Postgres, written in Rust, specifically designed for LLM.
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
TUI interface for LLMs written in Rust π₯
Tenere TUI interface for LLMs written in Rust πΈ Demo π Supported LLMs Only ChatGPT is supported for the moment. But I'm planning to support more mod
A program that provides LLMs with the ability to complete complex tasks using plugins.
SmartGPT SmartGPT is an experimental program meant to provide LLMs (particularly GPT-3.5 and GPT-4) with the ability to complete complex tasks without
Believe in AI democratization. llama for nodejs backed by llama-rs, work locally on your laptop CPU. support llama/alpaca model.
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.
Briolette is an experimental framework for researching offline digital currency designs.
Briolette - experimental framework for offline-enabled digital currency Briolette is an experimental framework for researching offline digital currenc
A small, basical and unoptimized version of RWKV in Rust written by someone with no math or ML knowledge.
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
`llm-chain` is a powerful rust crate for building chains in large language models allowing you to summarise text and complete complex tasks
llm-chain π llm-chain is a collection of Rust crates designed to help you work with Large Language Models (LLMs) more effectively. Our primary focus
A natural language shell interface for *nix systems
Orphic A natural language shell interface for *nix systems. Overview Orphic is a CLI tool that uses GPT to translate complex tasks into shell commands
Bitcoin PSBT signer, descriptor exporter and more for offline devices.
KeeChain Description KeeChain is a Bitcoin application to transform your offline computer in an AirGap Signing Device (aka Hardware Wallet). Getting s
A fast, offline, reverse geocoder
Rust Reverse Geocoder A fast reverse geocoder in Rust. Inspired by Python reverse-geocoder. Links Crate Changelog Latest Docs v2.0 Docs v1.0 Docs Desc
A fast, offline reverse geocoder in Python
Reverse Geocoder A Python library for offline reverse geocoding. It improves on an existing library called reverse_geocode developed by Richard Penman
Create tasks and save notes offline from your terminal
Create tasks and save notes offline from your terminal
Offline-viewer for registry files
regview Offline-viewer for registry files Usage regview 0.1.4 Offline-viewer for registry files USAGE: regview [FLAGS] REG_FILE FLAGS:
Find out who is pretending to be offline
Dinkleberg Find out who is pretending to be offline Preview Disclaimer Dinkleberg was developed for educational, private and fair use. I am not respon
An end-to-end encrypted, anonymous IP-hiding, decentralized, audio/video/file sharing/offline messaging multi-device platform built for both communications and application security and performance.
An end-to-end encrypted, anonymous IP-hiding, decentralized, audio/video/file sharing/offline messaging multi-device platform built for both communications and application security and performance.
Tool to view and solve puzzles from the lichess puzzle database
offline-chess-puzzles Tool to view and solve puzzles from the lichess puzzle database. It's a very simple tool for those who want to practice offline,
A Rust library containing an offline version of webster's dictionary.
webster-rs A Rust library containing an offline version of webster's dictionary. Add to Cargo.toml webster = 0.3.0 Simple example: fn main() { le
An fast, offline reverse geocoder (1,000 HTTP requests per second) in Rust.
Rust Reverse Geocoder A fast reverse geocoder in Rust. Inspired by Python reverse-geocoder. Links Crate 2.0.0 Docs 1.0.1 Docs Description rrgeo takes