Rust Llm-chain Resources

Getting Started This repository contains Substrate based runtime for Paralink Network. Makefile This project uses a Makefile to document helpful comma

Overview | Disclaimer | Tests | Installation | Usage | Examples | Aknowledgements | License Overview Sigmund provides a CLI that allows users to colle

cai - The fastest CLI tool for prompting LLMs Features Build with Rust 🦀 for supreme performance and speed! 🏎️ Support for models by Groq, OpenAI, A

backseat-signed Authenticate the cryptographic chain-of-custody of Linux distributions (like Arch Linux and Debian) to their source code inputs. This

COBOLEval: LLM Evaluation for COBOL COBOLEval is a dataset to evaluate the code generation abilities of Large Language Models on the COBOL programming

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

sparse-merkle-tree The merkle tree functions are located in sparse.ak. Currently the supported functionality is: Verifying a new root with an added me

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

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. Description coze is a small egui application for prompting a local offline LLM using the Huggingface ca

Table of Contents About The Project Getting Started Roadmap Contributing License Contact A rust interface for the OpenAI API and Llama.cpp ./server AP

🇹🇷 Eth Global Istanbul 2023 Hackaton Project 🇹🇷 Table of Contents Table of Contents About The Project Built With Getting Started Installation Cont

cargo-crev to cargo-vet converter Crev and Vet are supply-chain security tools for auditing Rust/Cargo dependencies. This tool (crevette) is a helper

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

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

Poly Poly is a versatile LLM serving back-end. What it offers: High-performance, efficient and reliable serving of multiple local LLM models Optional

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

augre An LLM-powered (CodeLlama or OpenAI) local diff code review tool. Binary Usage Install Windows: $ iwr https://github.com/twitchax/augre/releases

Ethtent an intent-solver infrastructure prototype for automated defi earning Demo Video here Project Desciption We build an intent-solver infrastructu

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

llama2-rs LLaMA2 port for Rust inspired by llama2.c. TODOs: Implement loading of the model Implement forward pass Implement generation Implement token

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

💯AI00 RWKV Server English | 中文 | 日本語 AI00 RWKV Server is an inference API server based on the RWKV model. It supports VULKAN inference acceleration a

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

UniswapX Atomic Filler This is a sample Artemis bot that fills UniswapX orders atomically using Uniswap v2 and v3 liquidity. Feel free to fork and mod

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

repro-env Imagine you had a tool that takes a config like this: # repro-env.toml [container] image = "rust:1-alpine3.18" and turns it into something l

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'

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 🔗 Download | Give it a Star ⭐ | Share it on Twitte

demo-crosschain-lending A demo of crosschain lending, using chainsight. Overview This demo shows how to use the chainsight protocol to deposit assets

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

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

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.

Spector Spector is both tooling and a library for the generation, validation and verification of supply chain metadata documents and frameworks. Many

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

Tenere TUI interface for LLMs written in Rust 📸 Demo 💎 Supported LLMs Only ChatGPT is supported for the moment. But I'm planning to support more mod

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

phoenix Phoenix is an on-chain orderbook that operates without a crank. Documentation Documentation and instructions on how to interact with the progr

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

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

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

Gum, at its core, is a decentralized social media protocol on Solana. It unbundles traditional social media into Social Legos similar to how Defi unbu

updlockfiles Manage lockfiles for packages that don't ship any upstream. Like updpkgsums but for 3rd party dependency trees. If you're not actively ma

eth-lightclient-rs A crate for working with Ethereum beacon chain light client protocol messages. no_std friendly! !! For hacking and experimentation

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

Solana Verify CLI A command line tool to build and verify solana programs. Users can ensure that the hash of the on-chain program matches the hash of

Hipcheck Hipcheck scores risks for software projects; yours and your dependencies. It analyzes repositories to assess risks, review development practi

Perpetual Protocol CLI for Perp v2 Curie This tool is to provide a simple, fast and efficient way to interact Perpetual Protocol contracts from your t

RISC Zero Rust Starter Template Welcome to the RISC Zero Rust Starter Template! This template is intended to give you a starting point for building a

EVM Indexer Minimalistic EVM-compatible blockchain indexer written in rust. This repository contains a program to index helpful information from any E

ARYA Network ARYA Network is a polkadot/substrate based chain for Non-fungible Token platform on which we can own sell and buy the NFT's on polkadot n

EVM Indexer Minimalistic EVM-compatible blockchain indexer written in rust. This repository contains a program to index helpful information from any E

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

OpenBrush Chain Extension library The library provides tools and primitives to simplify the development of chain extensions for ink! and for the subst

Pallet assets chain extension ⚠️ Chain extension contains vulnerabilities: Don't use it in the production. Fixing vulnerabilities requires changes on

autovet continuously searches for security breaches in open source libraries and applications. Recently processed packages package version channel las

Tradechain is an open source blockchain designed for fast trading & interoperability for new, existing assets. Help build the future of trading with other Tradians.

auth-tarball-from-git Authenticate a tarball through a signed tag in a git repository (with reproducible builds). The signed git tag contains a hash o

Fiddi is a command line tool that does the boring and complex process of checking and processing/watching transactions on EVM compatible Blockchain.

cargo-vet Note: cargo-vet is under heavy development and not quite ready for general use. Feel free to give it a try you're feeling adventerous — feed

NATS proxy service Simple tool to forward specific topics from one nats.io cluster to the same server or another. Provides support to process messages

An open source wallet with end-to-end encrypted, on chain messaging for nano and banano using the dagchat protocol.

Read-optimized cache of Cardano on-chain entities Intro Scrolls is a tool for building and maintaining read-optimized collections of Cardano's on-chai

RUC Rust Util Collection, a simple and friendly error-chain, with many useful utils as an addition. The painful experience of using error-chain gave b

Intro bloc is one of bare-bone blockchain demo written by Rust, Yew during my learning BlockChain, about years ago. see demo here It just demonstrate

Cow Protocol Services This repository contains backend code for Cow Protocol Services written in Rust. Order Book The orderbook crate provides the htt

convert CHAIN format to PAF format

Multicall On-chain query aggregator/batcher in Terra. Mainnet Code Id: 3758 Mainnet Address: terra1y60jx2jqh5qpmcnvgz3n0zg2p6ky4mr6ax2qa5 Testnet Code

RUC Rust Util Collection, a simple and friendly error-chain, with many useful utils as an addition. The painful experience of using error-chain gave b

Mixture_machine Core logic of composing NFT Compose of NFT As you invoke compose_nft function with 2 or more child NFTs, child NFTs are locked in to M

A rust-based Custom VM for Avalanche Subnets Curious about how to run Rust-based smart contracts, or just custom VMs for Avalanche blockchain? You're

ufo2nft is a CLI Rust program created by Eli Heuer at the 2022 Seattle Solana Hacker House event. It uses Norad to create on-chain SVG images from UFO font sources, and prepares them for minting as Solana NFTs. For Ethereum NFTs the program can just export the SVGs and Ethereum NFTs can be built manually.

Sponsored by: rebuilderd-debian-buildinfo-crawler This program parses the Packages.xz debian package index, attempts to discover the right buildinfo f

Export validator metrics to Prometheus

Introduction Implementation of a https://darwinia.network node in Rust based on the Substrate framework. This repository contains runtimes for the Dar

Anagolay Network Node Anagolay is a next-generation framework for ownerships, copyrights and digital licenses. 🚀 Local Development The installation a

Parity Shasper This is an implementation of Serenity beacon chain by Parity Technologies. To learn more about Serenity and Ethereum's sharding plan, s

Avatar-protocol 化身协议 This project demonstrates how to use the Solana Javascript API to interact with programs on the Solana blockchain. The project co

Solana Program Library The Solana Program Library (SPL) is a collection of on-chain programs targeting the Sealevel parallel runtime. These programs a

Ronin Hello there! Ronin is a ultra-speed Stacks API server. It's super lightweight, but scales easily. Why are we making this? Because we don't like

rebuilderd(1) Independent verification system of binary packages. Accessing a rebuilderd instance in your browser Scripting access to a rebuilderd ins

Zeta FuZe 🧬 Zeta FuZe FuZe is Zeta's cross-program integration ecosystem. This repository contains the Zeta Cross Program Invocation (CPI) interface

Disp41r-Super-Voting-System a super super super voting system on near block chain :) Finish! I call it super voting system, because it is really cool!

git-chain Tool for rebasing a chain of local git branches. Motivation Suppose you have branches, each depending on a parent branch (usually called "st

Solana Shadow The Solana Shadow crate adds shadows to solana on-chain accounts for off-chain processing. This create synchronises all accounts and the

spl-examples List of Solana on-chain programs which demonstrate different aspects of Solana architecture. 01__state It's a counter program. Each user

A Markov chain based Discord chat bot. Building It is recommended to use cargo.

BIDI Character Detector This tool checks your files for existence of Unicode BIDI characters which can be misused for supply chain attacks to mitigate

Solana Program Library The Solana Program Library (SPL) is a collection of on-chain programs targeting the Sealevel parallel runtime. These programs a

Substrate Node Template A new FRAME-based Substrate node, ready for hacking 🚀 Getting Started This project contains some configuration files to help

Substrate Node Template A new FRAME-based Substrate node, ready for hacking 🚀 Getting Started This project contains some configuration files to help

Substrate Frontier Node Template A FRAME-based Substrate node with the Ethereum RPC support, ready for hacking 🚀 Generation & Upstream This template

Social Network Blockchain · The Social Network blockchain is a next-generation governance, economic, and social system for humanity built on Polkadot

pacman-bintrans This is an experimental implementation of binary transparency for pacman, the Arch Linux package manager. This project was originally

Basilisk node Local Development Follow these steps to prepare a local Substrate development environment 🛠️ Simple Setup Install all the required depe

yeeroot Official implementation of the YeeCo Root Chain (Layer 1) YeeCo is a permissionless, secure, high performance and scalable public blockchain p

ChainX ChainX is a community-driven project built on the next-generation blockchain framework substrate, the largest Layer-2 network of Bitcoin using

Reef Chain Reef chain is written in Rust. A basic familiarity with Rust tooling is required. To learn more about Reef chain, please refer to Documenta