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。

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Github Ranking

Top 100 Stars in LLM

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 155381 13536 Go 1860 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-11-05T02:29:53Z
2 transformers 152089 31040 Python 1095 🤗 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. 2025-11-04T21:06:20Z
3 awesome-chatgpt-prompts 136100 18104 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-10-14T17:23:13Z
4 langchain 118884 19577 Python 193 🦜🔗 The platform for reliable agents. 2025-11-05T01:06:55Z
5 dify 118043 18244 TypeScript 457 Production-ready platform for agentic workflow development. 2025-11-05T03:09:24Z
6 open-webui 114251 15917 JavaScript 219 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-11-04T23:28:46Z
7 llama.cpp 88859 13524 C++ 274 LLM inference in C/C++ 2025-11-05T03:01:15Z
8 LLMs-from-scratch 77895 11498 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-11-03T03:05:38Z
9 gpt4all 76862 8294 C++ 710 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 awesome-llm-apps 74855 9797 Python 7 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-11-01T02:40:59Z
11 browser-use 72120 8555 Python 143 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-11-04T23:50:52Z
12 gpt_academic 69535 8387 Python 269 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。 2025-09-20T13:41:26Z
13 ragflow 67080 7141 TypeScript 2932 RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs 2025-11-05T03:07:54Z
14 llm-course 66609 7510 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
15 firecrawl 66305 5190 TypeScript 30 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-11-05T02:32:21Z
16 OpenHands 64684 7865 Python 234 🙌 OpenHands: Code Less, Make More 2025-11-04T22:57:25Z
17 PaddleOCR 62631 9232 Python 205 Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages. 2025-11-05T00:18:03Z
18 vllm 62040 11025 Python 1882 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-11-05T03:15:59Z
19 LLaMA-Factory 61780 7469 Python 749 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-11-04T13:10:41Z
20 MetaGPT 59195 7194 Python 6 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
21 crawl4ai 55406 5546 Python 171 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-10-29T10:00:13Z
22 anything-llm 50699 5347 JavaScript 279 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-11-03T19:09:19Z
23 pathway 49299 1441 Python 40 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-11-04T05:57:32Z
24 MinerU 48104 3971 Python 119 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-11-04T16:35:35Z
25 unsloth 47867 3913 Python 784 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-11-04T15:32:05Z
26 MoneyPrinterTurbo 47518 6636 Python 202 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
27 llm-app 46535 1200 Jupyter Notebook 4 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. 2025-10-23T15:24:08Z
28 llama_index 45072 6497 Python 225 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-11-04T14:26:15Z
29 JeecgBoot 44227 15631 Java 32 🔥AI低代码平台,助力企业快速实现低代码开发和构建AI应用!前后端分离架构 SpringBoot3,SpringCloud、MybatisPlus,Ant Design&Vue3、TS+vite!强大代码生成器实现前后端一键生成,无需手写代码! 引领AI低代码开发模式:AI生成→在线编码→代码生成→手工合并,解决Java项目80%重复工作,提升效率,节省成本,兼顾灵活性~ 2025-11-04T03:58:28Z
30 mem0 42663 4587 Python 308 Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management. 2025-11-04T21:53:37Z
31 ray 39674 6866 Python 2837 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-11-05T02:20:19Z
32 chatgpt-on-wechat 39576 9476 Python 307 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。 2025-10-22T10:32:10Z
33 jan 39117 2361 TypeScript 145 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-11-05T03:06:12Z
34 quivr 38575 3683 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
35 milvus 38275 3493 Go 724 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-11-05T03:27:53Z
36 ChatTTS 38098 4132 Python 62 A generative speech model for daily dialogue. 2025-07-06T15:11:14Z
37 chatbox 37294 3772 TypeScript 905 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2025-11-04T03:55:25Z
38 LocalAI 36958 2921 Go 254 :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. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference 2025-11-04T21:19:59Z
39 Langchain-Chatchat 36422 6050 Python 18 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 2025-10-30T16:15:15Z
40 context7 36132 1786 JavaScript 92 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-11-03T18:48:18Z
41 LLM101n 35443 1929 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
42 cherry-studio 35041 3175 TypeScript 403 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-11-05T03:41:00Z
43 1Panel 31889 2818 Go 500 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-11-05T03:11:21Z
44 khoj 31459 1854 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. 2025-09-16T09:17:58Z
45 litellm 30686 4586 Python 1028 Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] 2025-11-05T03:21:45Z
46 Mr.-Ranedeer-AI-Tutor 29657 3377 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
47 continue 29651 3726 TypeScript 634 ⏩ Ship faster with Continuous AI. Open-source CLI that can be used in TUI mode as a coding agent or Headless mode to run background agents 2025-11-05T00:31:41Z
48 graphrag 28995 3034 Python 88 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-11-04T22:45:50Z
49 llm.c 28062 3262 Cuda 89 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 one-api 27845 5492 JavaScript 884 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
51 ChatDev 27667 3476 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
52 storm 27575 2500 Python 57 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2025-09-30T18:07:21Z
53 void 27414 2110 TypeScript 261 None 2025-08-07T00:07:32Z
54 semantic-kernel 26608 4323 C# 488 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-11-05T01:28:07Z
55 FastGPT 26188 6731 TypeScript 621 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. 2025-11-05T03:31:37Z
56 composio 25862 4361 TypeScript 9 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-11-05T00:56:40Z
57 self-llm 25696 2582 Jupyter Notebook 147 《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 2025-11-04T08:10:43Z
58 Awesome-LLM 25466 2165 None 8 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
59 CopilotKit 24749 3306 TypeScript 322 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-11-05T00:33:35Z
60 JARVIS 24434 2054 Python 240 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
61 TradingAgents 24421 4527 Python 133 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
62 BitNet 24350 1886 Python 129 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
63 chroma 24235 1899 Rust 252 Open-source search and retrieval database for AI applications. 2025-11-05T02:26:29Z
64 gpt-researcher 24030 3173 Python 130 An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. 2025-10-25T06:46:09Z
65 gitleaks 23818 1820 Go 222 Find secrets with Gitleaks 🔑 2025-11-04T21:36:56Z
66 system_prompts_leaks 23338 3554 JavaScript 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-11-01T20:18:45Z
67 llamafile 23322 1234 C 174 Distribute and run LLMs with a single file. 2025-11-04T16:09:10Z
68 agenticSeek 23315 2505 Python 31 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) 2025-09-14T18:15:49Z
69 haystack 23254 2466 MDX 112 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. 2025-11-04T20:38:31Z
70 mlflow 22798 4951 Python 1548 The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform. 2025-11-05T03:06:02Z
71 RAG_Techniques 22745 2574 Jupyter Notebook 7 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. 2025-10-30T18:09:00Z
72 pandas-ai 22512 2199 Python 10 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
73 LightRAG 22375 3360 Python 150 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-11-05T02:44:07Z
74 llm-cookbook 22024 2640 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
75 goose 21815 1960 Rust 142 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-11-05T03:16:21Z
76 unilm 21808 2661 Python 637 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
77 llm-action 21696 2540 HTML 16 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) 2025-10-19T14:55:52Z
78 Scrapegraph-ai 21693 1877 Python 16 Python scraper based on AI 2025-10-24T02:13:04Z
79 Awesome-Chinese-LLM 21609 2050 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
80 mlc-llm 21561 1851 Python 302 Universal LLM Deployment Engine with ML Compilation 2025-11-04T19:10:16Z
81 vanna 21465 2006 Python 211 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-04T12:54:14Z
82 happy-llm 20925 1844 Jupyter Notebook 21 📚 从零开始的大语言模型原理与实践教程 2025-10-17T12:25:38Z
83 datasets 20810 2999 Python 859 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-11-04T13:52:25Z
84 ai-engineering-hub 20583 3428 Jupyter Notebook 31 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-11-03T15:41:27Z
85 architecture.of.internet-product 20576 4736 HTML 4 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
86 crawlee 20420 1074 TypeScript 173 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. 2025-11-04T14:41:39Z
87 repomix 20050 915 TypeScript 112 📦 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. 2025-11-03T10:08:01Z
88 peft 19985 2084 Python 25 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-11-04T18:33:02Z
89 sglang 19728 3268 Python 532 SGLang is a fast serving framework for large language models and vision language models. 2025-11-05T03:49:21Z
90 SillyTavern 19703 4182 JavaScript 312 LLM Frontend for Power Users. 2025-11-04T22:53:26Z
91 Qwen 19648 1640 Python 8 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-09-30T10:18:02Z
92 MaxKB 19129 2485 Python 70 🔥 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。 2025-11-05T03:45:15Z
93 ai 19066 3208 TypeScript 797 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 2025-11-04T23:39:29Z
94 letta 19040 1985 Python 27 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2025-10-24T22:29:49Z
95 Chinese-LLaMA-Alpaca 18941 1877 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
96 opcode 18568 1423 TypeScript 236 A powerful GUI app and Toolkit for Claude Code - Create custom agents, manage interactive Claude Code sessions, run secure background agents, and more. 2025-10-16T12:05:56Z
97 suna 18509 3156 TypeScript 190 Kortix – build, manage and train AI Agents. Fully Open Source. 2025-11-04T08:50:15Z
98 mastra 18021 1246 TypeScript 314 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-11-05T03:29:02Z
99 llama-cookbook 18000 2637 Jupyter Notebook 22 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 2025-11-03T16:25:20Z
100 langfuse 17939 1714 TypeScript 247 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-11-05T00:15:38Z