Github-Ranking-AI

A list of the most popular AI Topic repositories on GitHub based on the number of stars they have received.| AI相关主题Github仓库排名,每日自动更新。

View on GitHub

Github Ranking

Top 100 Stars in LLM

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 transformers 147281 29729 Python 1054 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. 2025-07-21T23:41:01Z
2 ollama 147147 12473 Go 1611 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models. 2025-07-21T18:25:32Z
3 awesome-chatgpt-prompts 130982 17377 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-07-21T06:46:42Z
4 dify 107889 16390 TypeScript 679 Production-ready platform for agentic workflow development. 2025-07-22T03:36:28Z
5 open-webui 103451 13875 JavaScript 188 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-07-21T12:35:24Z
6 llama.cpp 83292 12412 C++ 275 LLM inference in C/C++ 2025-07-22T02:14:33Z
7 gpt4all 73861 8067 C++ 692 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
8 gpt_academic 68984 8365 Python 262 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。 2025-07-20T18:18:51Z
9 browser-use 66005 7569 Python 491 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-07-21T22:28:06Z
10 OpenHands 60892 7189 Python 294 🙌 OpenHands: Code Less, Make More 2025-07-22T02:00:11Z
11 ragflow 60503 6071 Python 2462 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2025-07-22T03:27:58Z
12 LLMs-from-scratch 59504 8312 Jupyter Notebook 4 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-07-16T12:36:52Z
13 llm-course 57756 6234 None 54 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
14 MetaGPT 57372 6896 Python 13 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-06-30T11:45:55Z
15 LLaMA-Factory 54690 6714 Python 510 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-07-21T06:15:36Z
16 vllm 52827 8835 Python 1822 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-07-21T20:47:47Z
17 awesome-llm-apps 50838 5935 Python 4 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-07-19T15:37:39Z
18 crawl4ai 48870 4739 Python 156 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-07-21T13:19:41Z
19 anything-llm 46862 4747 JavaScript 246 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-07-22T01:30:48Z
20 text-generation-webui 44414 5720 Python 2563 LLM UI with advanced features, easy setup, and multiple backend support. 2025-07-19T20:54:48Z
21 firecrawl 43288 4081 TypeScript 138 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. 2025-07-21T19:50:53Z
22 llama_index 43248 6211 Python 220 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-07-21T22:29:35Z
23 unsloth 42403 3392 Python 666 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-07-21T12:35:35Z
24 Pake 40299 7531 Rust 66 🤱🏻 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
25 MoneyPrinterTurbo 38214 5508 Python 172 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2025-06-11T06:34:54Z
26 chatgpt-on-wechat 38186 9329 Python 299 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ChatGPT/Claude/DeepSeek/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。 2025-06-29T14:41:10Z
27 quivr 38159 3654 Python 2 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. 2025-07-09T12:55:23Z
28 ray 38113 6625 Python 2672 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-07-22T02:48:58Z
29 ChatTTS 37231 4032 Python 60 A generative speech model for daily dialogue. 2025-07-06T15:11:14Z
30 mem0 37152 3821 Python 375 Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management. 2025-07-16T06:18:57Z
31 milvus 36100 3308 Go 609 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-07-22T03:52:53Z
32 chatbox 35857 3432 TypeScript 772 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2025-07-01T03:21:49Z
33 Langchain-Chatchat 35656 5965 TypeScript 130 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
34 LLM101n 34045 1850 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
35 LocalAI 34008 2647 Go 423 :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 2025-07-21T21:37:31Z
36 khoj 30581 1747 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. 2025-07-20T02:32:45Z
37 cherry-studio 30434 2660 TypeScript 571 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-07-21T16:45:13Z
38 1Panel 29920 2599 Go 614 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-07-22T03:48:09Z
39 Mr.-Ranedeer-AI-Tutor 29602 3383 None 13 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-06-14T06:58:48Z
40 pathway 28769 757 Python 44 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-07-22T03:40:16Z
41 continue 27792 3165 TypeScript 948 ⏩ Create, share, and use custom AI code assistants with our open-source IDE extensions and hub of rules, tools, and models 2025-07-22T00:22:34Z
42 llm-app 27347 786 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
43 llm.c 27197 3130 Cuda 88 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
44 ChatDev 27172 3418 Python 22 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-06-05T23:58:06Z
45 storm 26900 2419 Python 56 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2025-06-27T00:18:40Z
46 graphrag 26673 2771 Python 135 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-07-18T14:30:27Z
47 one-api 26271 5295 JavaScript 867 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. 2025-07-18T18:11:50Z
48 void 26060 1810 TypeScript 231 None 2025-07-05T08:01:10Z
49 litellm 25731 3555 Python 833 Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] 2025-07-22T03:19:30Z
50 composio 25580 4394 TypeScript 49 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-07-21T15:06:14Z
51 semantic-kernel 25508 4068 C# 450 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-07-21T23:04:23Z
52 FastGPT 25196 6468 TypeScript 575 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. 2025-07-22T03:26:55Z
53 Awesome-LLM 24326 2053 None 8 Awesome-LLM: a curated list of Large Language Model 2025-07-21T03:06:31Z
54 JARVIS 24230 2033 Python 81 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2024-09-26T06:43:22Z
55 gin-vue-admin 23230 6764 Go 21 🚀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。 2025-07-21T15:27:14Z
56 llamafile 22817 1199 C++ 155 Distribute and run LLMs with a single file. 2025-06-30T19:03:06Z
57 gpt-researcher 22433 2948 Python 108 LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations. 2025-07-19T07:20:52Z
58 gitleaks 22389 1719 Go 208 Find secrets with Gitleaks 🔑 2025-07-20T16:15:58Z
59 CopilotKit 22043 2971 TypeScript 205 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-07-22T03:11:20Z
60 self-llm 21761 2205 Jupyter Notebook 137 《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 2025-07-05T00:06:59Z
61 haystack 21597 2273 Python 118 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. 2025-07-21T16:11:44Z
62 unilm 21563 2645 Python 633 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
63 context7 21429 1094 JavaScript 60 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-07-18T17:22:19Z
64 mlc-llm 21000 1771 Python 286 Universal LLM Deployment Engine with ML Compilation 2025-07-09T14:19:50Z
65 pandas-ai 20988 2020 Python 10 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-07-13T15:15:36Z
66 Awesome-Chinese-LLM 20701 1986 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
67 BitNet 20563 1545 Python 113 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
68 llm-cookbook 20458 2465 Jupyter Notebook 3 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版 2025-06-12T14:48:07Z
69 Scrapegraph-ai 20364 1726 Python 13 Python scraper based on AI 2025-07-03T09:51:50Z
70 architecture.of.internet-product 20326 4683 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
71 agenticSeek 20214 2011 Python 25 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 (Beware of fake account) 2025-07-13T10:52:03Z
72 llm-action 19591 2338 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) 2025-07-10T15:31:48Z
73 vanna 19485 1769 Python 195 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-04-10T03:18:09Z
74 RAG_Techniques 19163 2008 Jupyter Notebook 6 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. 2025-07-16T20:45:31Z
75 peft 19089 1966 Python 31 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-07-21T12:36:02Z
76 Chinese-LLaMA-Alpaca 18887 1887 Python 1 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2025-07-15T00:53:02Z
77 Qwen 18743 1544 Python 8 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-06-16T08:59:28Z
78 LightRAG 18675 2607 Python 85 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-07-21T12:30:38Z
79 crawlee 18527 888 TypeScript 127 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. 2025-07-21T16:45:55Z
80 repomix 18008 778 TypeScript 96 📦 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. 2025-07-21T16:11:21Z
81 agentic 17815 2241 TypeScript 12 Agentic is RapidAPI for LLM Tools. Your API ⇒ Paid MCP. Instantly. 2025-07-21T06:33:18Z
82 llama-cookbook 17654 2555 Jupyter Notebook 20 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 2025-07-22T01:27:18Z
83 Janus 17467 2242 Python 153 Janus-Series: Unified Multimodal Understanding and Generation Models 2025-02-01T07:58:29Z
84 letta 17400 1816 Python 20 Letta (formerly MemGPT) is the stateful agents framework with memory, reasoning, and context management. 2025-07-21T22:24:31Z
85 MaxKB 17252 2249 Python 177 🔥 MaxKB is an open-source platform for building enterprise-grade agents. MaxKB 是强大易用的开源企业级智能体平台。 2025-07-22T03:52:06Z
86 DB-GPT 17002 2361 Python 415 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-07-21T07:06:27Z
87 goose 16955 1437 Rust 287 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-07-22T03:29:05Z
88 suna 16869 2691 TypeScript 195 Suna - Open Source Generalist AI Agent 2025-07-21T19:17:50Z
89 SWE-agent 16718 1721 Python 37 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] 2025-07-21T20:53:07Z
90 DocsGPT 16630 1737 TypeScript 23 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. 2025-07-21T10:26:37Z
91 evals 16599 2763 Python 102 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-12-18T22:09:47Z
92 SuperAGI 16555 2037 Python 147 <⚡️> 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
93 SillyTavern 16290 3628 JavaScript 297 LLM Frontend for Power Users. 2025-07-21T21:26:34Z
94 TradingAgents 16253 2757 Python 81 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-07-08T04:29:43Z
95 sglang 16191 2408 Python 517 SGLang is a fast serving framework for large language models and vision language models. 2025-07-22T03:18:34Z
96 kubesphere 16189 2230 Go 348 The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️ 2025-06-13T01:48:48Z
97 RagaAI-Catalyst 16180 3738 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 2025-07-15T09:41:13Z
98 web-llm 15986 1050 TypeScript 114 High-performance In-browser LLM Inference Engine 2025-05-05T03:17:42Z
99 ai 15922 2590 TypeScript 457 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 2025-07-22T00:05:15Z
100 Self-Hosting-Guide 15724 784 Dockerfile 16 Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking. 2025-06-27T01:51:16Z