Github Ranking

Top 100 Stars in LLM

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 142467 11942 Go 1557 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models. 2025-05-31T02:50:16Z
2 awesome-chatgpt-prompts 127636 16944 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-05-24T05:14:58Z
3 dify 100307 15101 TypeScript 630 Dify is an open-source LLM app development platform. Dify’s intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. 2025-06-01T02:17:40Z
4 open-webui 97142 12630 JavaScript 131 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-06-01T02:49:41Z
5 llama.cpp 81200 11977 C++ 321 LLM inference in C/C++ 2025-06-01T20:33:28Z
6 gpt4all 73479 8029 C++ 686 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
7 gpt_academic 68632 8349 Python 258 为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。 2025-05-06T14:19:12Z
8 browser-use 62115 6972 Python 399 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-06-01T15:31:06Z
9 OpenHands 57059 6443 Python 229 🙌 OpenHands: Code Less, Make More 2025-06-02T02:48:59Z
10 MetaGPT 56050 6688 Python 32 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-05-16T13:18:18Z
11 ragflow 54068 5214 TypeScript 2146 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2025-05-30T13:14:03Z
12 llm-course 53700 5701 None 52 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-01T09:51:34Z
13 LLaMA-Factory 51301 6202 Python 480 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-05-31T19:54:55Z
14 LLMs-from-scratch 50482 7316 Jupyter Notebook 5 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-04-20T02:16:18Z
15 vllm 48661 7714 Python 1860 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-06-02T03:30:41Z
16 anything-llm 44771 4415 JavaScript 260 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-06-01T19:53:50Z
17 crawl4ai 44739 4212 Python 131 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-05-28T08:18:00Z
18 llama_index 42026 5998 Python 244 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-06-02T01:17:33Z
19 unsloth 39800 3144 Python 957 Finetune Qwen3, Llama 4, TTS, DeepSeek-R1 & Gemma 3 LLMs 2x faster with 70% less memory! 🦥 2025-06-01T11:19:12Z
20 firecrawl 39173 3613 TypeScript 180 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. 2025-06-01T09:51:40Z
21 Pake 39076 7249 Rust 60 🤱🏻 Turn any webpage into a desktop app with Rust. 🤱🏻 利用 Rust 轻松构建轻量级多端桌面应用 2025-03-25T12:35:16Z
22 quivr 37916 3639 Python 4 Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want. 2025-05-27T10:38:00Z
23 chatgpt-on-wechat 37402 9263 Python 287 基于大模型搭建的聊天机器人,同时支持 微信公众号、企业微信应用、飞书、钉钉 等接入,可选择GPT4.1/GPT-4o/GPT-o1/ DeepSeek/Claude/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Kimi/LinkAI,能处理文本、语音和图片,访问操作系统和互联网,支持基于自有知识库进行定制企业智能客服。 2025-05-30T09:06:57Z
24 ray 37315 6329 Python 3761 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-06-02T03:53:21Z
25 ChatTTS 36446 3942 Python 60 A generative speech model for daily dialogue. 2025-05-23T13:00:56Z
26 MoneyPrinterTurbo 35182 4983 Python 144 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2025-05-16T03:03:36Z
27 Langchain-Chatchat 35177 5900 TypeScript 176 Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain 2025-03-25T15:45:51Z
28 milvus 35048 3230 Go 681 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-05-31T14:56:29Z
29 chatbox 35047 3355 TypeScript 699 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2025-05-28T12:59:36Z
30 LLM101n 33532 1829 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
31 mem0 33382 3288 Python 315 Memory for AI Agents; SOTA in AI Agent Memory; Announcing OpenMemory MCP - local and secure memory management. 2025-05-30T16:06:42Z
32 awesome-llm-apps 33059 3764 Python 5 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-06-01T19:27:46Z
33 LocalAI 32965 2514 Go 452 :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P inference 2025-06-01T07:29:44Z
34 khoj 30208 1693 Python 75 Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free. 2025-06-02T03:40:56Z
35 Mr.-Ranedeer-AI-Tutor 29546 3375 None 13 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2024-03-25T13:06:55Z
36 1Panel 28725 2497 Go 689 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-05-30T08:44:28Z
37 cherry-studio 27639 2383 TypeScript 712 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-06-02T03:55:56Z
38 ChatDev 26945 3398 Python 23 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-04-03T09:05:29Z
39 llm.c 26762 3071 Cuda 83 LLM training in simple, raw C/CUDA 2025-05-10T23:27:57Z
40 continue 26576 2872 TypeScript 846 ⏩ Create, share, and use custom AI code assistants with our open-source IDE extensions and hub of models, rules, prompts, docs, and other building blocks 2025-06-02T02:46:08Z
41 pathway 26552 590 Python 41 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-06-01T05:10:54Z
42 graphrag 25548 2604 Python 148 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-06-01T04:39:42Z
43 one-api 25493 5208 JavaScript 856 LLM API 管理 & 分发系统,支持 OpenAI、Azure、Anthropic Claude、Google Gemini、DeepSeek、字节豆包、ChatGLM、文心一言、讯飞星火、通义千问、360 智脑、腾讯混元等主流模型,统一 API 适配,可用于 key 管理与二次分发。单可执行文件,提供 Docker 镜像,一键部署,开箱即用。LLM API management & key redistribution system, unifying multiple providers under a single API. Single binary, Docker-ready, with an English UI. 2025-02-21T11:30:22Z
44 composio 25394 4415 Python 41 Composio equip’s your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-06-01T07:34:29Z
45 llm-app 25243 621 Jupyter Notebook 5 Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more. 2025-05-16T07:58:43Z
46 semantic-kernel 24863 3894 C# 426 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-06-01T07:39:59Z
47 FastGPT 24509 6307 TypeScript 540 FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration. 2025-05-30T13:13:46Z
48 storm 24443 2188 Python 46 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2025-05-02T22:44:16Z
49 JARVIS 24161 2022 Python 79 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2024-09-26T06:43:22Z
50 Awesome-LLM 23614 1982 None 7 Awesome-LLM: a curated list of Large Language Model 2025-05-09T10:06:31Z
51 litellm 23474 3060 Python 861 Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] 2025-06-01T07:53:59Z
52 gin-vue-admin 22940 6716 Go 24 🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台,支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。 2025-05-28T09:15:39Z
53 void 22623 1458 TypeScript 159 None 2025-05-31T06:40:54Z
54 llamafile 22544 1190 C++ 150 Distribute and run LLMs with a single file. 2025-05-14T22:23:40Z
55 gpt-researcher 21636 2826 Python 100 LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations. 2025-06-01T17:56:01Z
56 unilm 21300 2626 Python 629 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-03-04T00:17:39Z
57 haystack 20984 2196 Python 121 AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it’s best suited for building RAG, question answering, semantic search or conversational agent chatbots. 2025-05-30T13:28:56Z
58 mlc-llm 20727 1742 Python 263 Universal LLM Deployment Engine with ML Compilation 2025-05-31T02:40:46Z
59 CopilotKit 20525 2825 TypeScript 119 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-06-01T00:35:06Z
60 pandas-ai 20406 1960 Python 19 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-05-19T10:19:29Z
61 architecture.of.internet-product 20282 4685 HTML 3 互联网公司技术架构,微信/淘宝/微博/腾讯/阿里/美团点评/百度/OpenAI/Google/Facebook/Amazon/eBay的架构,欢迎PR补充 2024-02-17T12:02:24Z
62 Awesome-Chinese-LLM 20217 1948 None 5 整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。 2025-05-19T06:11:57Z
63 gitleaks 20052 1613 Go 202 Find secrets with Gitleaks 🔑 2025-06-01T17:10:47Z
64 BitNet 19928 1493 Python 104 Official inference framework for 1-bit LLMs 2025-05-31T13:41:59Z
65 Scrapegraph-ai 19842 1683 Python 14 Python scraper based on AI 2025-05-30T12:26:46Z
66 llm-cookbook 19638 2361 Jupyter Notebook 13 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版 2025-02-25T12:01:58Z
67 Chinese-LLaMA-Alpaca 18845 1893 Python 2 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2024-04-30T04:28:38Z
68 peft 18626 1887 Python 23 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-05-27T11:48:53Z
69 Qwen 18411 1511 Python 11 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-04-29T09:24:42Z
70 llm-action 18196 2134 HTML 15 本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地) 2025-05-27T00:32:06Z
71 vanna 17925 1600 Python 173 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-04-10T03:18:09Z
72 crawlee 17818 828 TypeScript 138 Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation. 2025-05-30T13:16:59Z
73 agentic 17589 2223 TypeScript 11 AI agent stdlib that works with any LLM and TypeScript AI SDK. 2025-05-31T10:06:05Z
74 llama-cookbook 17406 2501 Jupyter Notebook 19 Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services 2025-05-29T10:55:12Z
75 Janus 17320 2240 Python 151 Janus-Series: Unified Multimodal Understanding and Generation Models 2025-02-01T07:58:29Z
76 LightRAG 16945 2325 Python 327 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-05-30T04:30:47Z
77 MaxKB 16709 2154 Python 132 💬 MaxKB is an open-source AI assistant for enterprise. It seamlessly integrates RAG pipelines, supports robust workflows, and provides MCP tool-use capabilities. 2025-05-30T20:48:12Z
78 letta 16689 1736 Python 25 Letta (formerly MemGPT) is the stateful agents framework with memory, reasoning, and context management. 2025-06-01T19:02:18Z
79 DB-GPT 16647 2283 Python 388 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-05-30T15:43:22Z
80 repomix 16498 711 TypeScript 90 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more. 2025-06-02T01:28:00Z
81 RAG_Techniques 16409 1639 Jupyter Notebook 0 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses. 2025-06-01T10:52:35Z
82 SuperAGI 16357 1989 Python 144 <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably. 2025-01-22T22:14:07Z
83 evals 16268 2725 Python 97 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-12-18T22:09:47Z
84 RagaAI-Catalyst 16192 3779 Python 8 Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view 2025-05-19T21:02:33Z
85 SWE-agent 16057 1652 Python 31 SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] 2025-06-01T01:18:39Z
86 kubesphere 16016 2211 Go 471 The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️ 2025-05-29T08:22:14Z
87 self-llm 15829 1762 Jupyter Notebook 135 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程 2025-05-29T02:04:46Z
88 ChatGLM2-6B 15731 1841 Python 430 ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型 2024-06-27T04:05:08Z
89 DocsGPT 15676 1667 TypeScript 20 DocsGPT is an open-source genAI tool that helps users get reliable answers from knowledge source, while avoiding hallucinations. It enables private and reliable information retrieval, with tooling and agentic system capability built in. 2025-05-31T10:39:05Z
90 web-llm 15587 1019 TypeScript 107 High-performance In-browser LLM Inference Engine 2025-05-05T03:17:42Z
91 ChuanhuChatGPT 15417 2280 Python 122 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2025-03-13T09:36:38Z
92 SillyTavern 14926 3341 JavaScript 250 LLM Frontend for Power Users. 2025-06-01T17:16:09Z
93 screenpipe 14873 1096 TypeScript 160 AI app store powered by 24/7 desktop history. open source | 100% local | dev friendly | 24/7 screen, mic recording 2025-05-30T17:03:14Z
94 agenticSeek 14815 1287 Python 15 Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity. 🔔 Official updates only via twitter @Martin993886460. Any other account is fake. 2025-06-01T19:56:41Z
95 sglang 14813 1888 Python 455 SGLang is a fast serving framework for large language models and vision language models. 2025-06-02T03:49:01Z
96 ai 14610 2308 TypeScript 531 The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents 2025-06-01T19:57:46Z
97 Llama-Chinese 14600 1306 Python 196 Llama中文社区,实时汇总最新Llama学习资料,构建最好的中文Llama大模型开源生态,完全开源可商用 2025-04-06T09:16:55Z
98 ktransformers 14226 1005 Python 538 A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations 2025-06-01T11:13:57Z
99 ml-engineering 13872 835 Python 0 Machine Learning Engineering Open Book 2025-05-30T17:32:49Z
100 llmware 13783 2685 Python 65 Unified framework for building enterprise RAG pipelines with small, specialized models 2025-05-12T16:47:25Z
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