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 156565 13747 Go 1899 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-11-26T02:03:09Z
2 transformers 153014 31221 Python 1082 🤗 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. 2025-11-26T03:42:25Z
3 awesome-chatgpt-prompts 137281 18242 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-10-14T17:23:13Z
4 langchain 120485 19861 Python 171 🦜🔗 The platform for reliable agents. 2025-11-25T22:58:12Z
5 dify 119817 18587 TypeScript 476 Production-ready platform for agentic workflow development. 2025-11-26T03:49:43Z
6 open-webui 116260 16311 Svelte 174 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-11-25T22:19:34Z
7 llama.cpp 90403 13823 C++ 304 LLM inference in C/C++ 2025-11-25T17:06:05Z
8 awesome-llm-apps 80179 10937 Python 1 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-11-25T20:11:35Z
9 LLMs-from-scratch 79756 11860 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-11-25T02:10:04Z
10 gpt4all 76933 8302 C++ 713 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
11 browser-use 72954 8688 Python 149 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-11-25T21:44:43Z
12 gpt_academic 69738 8400 Python 270 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 firecrawl 68547 5356 TypeScript 44 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-11-26T00:22:59Z
14 ragflow 68351 7359 Python 2847 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 2025-11-26T03:06:37Z
15 llm-course 68143 7721 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
16 OpenHands 65229 7963 Python 139 🙌 OpenHands: Code Less, Make More 2025-11-26T00:51:00Z
17 PaddleOCR 64954 9402 Python 222 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. 2025-11-25T04:06:25Z
18 vllm 63954 11529 Python 1909 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-11-26T02:21:00Z
19 LLaMA-Factory 63066 7634 Python 788 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-11-24T08:48:06Z
20 MetaGPT 59685 7305 Python 7 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
21 crawl4ai 56354 5668 Python 164 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-11-25T18:28:20Z
22 anything-llm 51479 5490 JavaScript 255 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-11-26T03:24:41Z
23 pathway 50457 1460 Python 37 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-11-25T06:05:09Z
24 MinerU 49416 4103 Python 130 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-11-26T03:48:33Z
25 unsloth 48687 4006 Python 786 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-11-26T01:33:28Z
26 MoneyPrinterTurbo 47932 6723 Python 205 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 47609 1221 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 45441 6558 Python 233 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-11-25T02:53:33Z
29 JeecgBoot 44469 15670 Java 27 🔥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! 集成一套完整AI应用平台:涵盖AI应用、AI模型、AI聊天助手、知识库、AI流程编排等,兼容多种大模型;提供强大代码生成器:实现前后端一键生成,无需手写代码! 引领AI开发模式:AI生成→在线配置→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,又不失灵活~ 2025-11-26T03:41:43Z
30 mem0 43558 4710 Python 343 Universal memory layer for AI Agents 2025-11-22T04:47:58Z
31 milvus 40367 3627 Go 756 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-11-26T02:37:09Z
32 ray 40012 6943 Python 2864 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-11-26T02:47:31Z
33 chatgpt-on-wechat 39817 9512 Python 312 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
34 jan 39481 2416 TypeScript 174 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-11-25T21:32:32Z
35 LocalAI 39206 3112 Go 227 :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 2025-11-25T21:19:53Z
36 quivr 38641 3690 Python 3 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
37 ChatTTS 38200 4154 Python 65 A generative speech model for daily dialogue. 2025-07-06T15:11:14Z
38 context7 37943 1881 JavaScript 87 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-11-25T14:30:25Z
39 Langchain-Chatchat 36646 6071 Python 22 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 2025-11-10T09:27:42Z
40 cherry-studio 35794 3249 TypeScript 398 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-11-26T03:51:54Z
41 LLM101n 35687 1941 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
42 1Panel 32159 2848 Go 317 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-11-26T03:22:47Z
43 khoj 31685 1872 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. 2025-11-18T23:43:16Z
44 litellm 31603 4823 Python 1048 Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM] 2025-11-26T03:38:29Z
45 continue 29993 3817 TypeScript 626 ⏩ 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 2025-11-25T22:36:55Z
46 Mr.-Ranedeer-AI-Tutor 29674 3369 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
47 graphrag 29363 3090 Python 46 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-11-24T18:05:49Z
48 llm.c 28256 3297 Cuda 90 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
49 one-api 28159 5538 JavaScript 886 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. 2025-11-20T01:15:39Z
50 ChatDev 27770 3490 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
51 storm 27637 2506 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
52 void 27604 2160 TypeScript 259 None 2025-08-07T00:07:32Z
53 semantic-kernel 26728 4360 C# 501 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-11-26T02:48:14Z
54 FastGPT 26351 6777 TypeScript 640 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. 2025-11-26T02:23:57Z
55 composio 26182 4399 TypeScript 12 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-11-25T18:55:34Z
56 self-llm 26176 2635 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 2025-11-23T06:27:00Z
57 Awesome-LLM 25641 2191 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
58 TradingAgents 25568 4785 Python 140 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
59 CopilotKit 25117 3345 TypeScript 337 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-11-26T01:23:13Z
60 chroma 24593 1934 Rust 261 Open-source search and retrieval database for AI applications. 2025-11-26T01:44:47Z
61 JARVIS 24463 2052 Python 387 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
62 BitNet 24423 1899 Python 131 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
63 LightRAG 24414 3554 Python 160 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-11-25T10:26:06Z
64 gpt-researcher 24283 3203 Python 126 An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. 2025-11-15T10:38:45Z
65 gitleaks 24041 1835 Go 225 Find secrets with Gitleaks 🔑 2025-11-20T15:12:31Z
66 system_prompts_leaks 23877 3648 JavaScript 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-11-13T00:20:21Z
67 agenticSeek 23856 2594 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) 2025-11-15T13:56:20Z
68 haystack 23469 2492 MDX 113 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. 2025-11-25T19:55:34Z
69 llamafile 23428 1241 C 185 Distribute and run LLMs with a single file. 2025-11-24T20:22:33Z
70 RAG_Techniques 23144 2639 Jupyter Notebook 8 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
71 pandas-ai 22655 2218 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
72 goose 22406 2038 Rust 102 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-11-26T03:33:22Z
73 llm-cookbook 22355 2702 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
74 llm-action 21991 2578 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) 2025-11-25T11:23:50Z
75 Scrapegraph-ai 21870 1903 Python 15 Python scraper based on AI 2025-11-21T22:17:47Z
76 happy-llm 21866 1948 Jupyter Notebook 24 📚 从零开始的大语言模型原理与实践教程 2025-11-18T02:48:07Z
77 unilm 21848 2674 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
78 Awesome-Chinese-LLM 21763 2068 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
79 vanna 21723 2046 Python 197 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
80 mlc-llm 21646 1863 Python 307 Universal LLM Deployment Engine with ML Compilation 2025-11-25T14:38:06Z
81 ai-engineering-hub 21102 3511 Jupyter Notebook 27 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-11-20T16:50:45Z
82 datasets 20901 3021 Python 868 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-11-21T12:31:18Z
83 crawlee 20642 1105 TypeScript 170 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. 2025-11-25T17:10:22Z
84 architecture.of.internet-product 20586 4736 HTML 5 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
85 sglang 20395 3518 Python 588 SGLang is a fast serving framework for large language models and vision language models. 2025-11-26T03:52:10Z
86 repomix 20348 932 TypeScript 116 📦 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. 2025-11-26T02:48:23Z
87 SillyTavern 20300 4293 JavaScript 304 LLM Frontend for Power Users. 2025-11-26T01:59:56Z
88 peft 20131 2110 Python 27 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-11-21T13:19:40Z
89 Qwen 19809 1658 Python 171 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-09-30T10:18:02Z
90 toon 19593 839 TypeScript 9 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2025-11-25T09:05:16Z
91 ai 19568 3336 TypeScript 806 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 2025-11-26T00:17:58Z
92 MaxKB 19392 2522 Python 72 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 2025-11-26T03:42:19Z
93 letta 19277 2015 Python 22 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2025-11-25T03:16:16Z
94 Chinese-LLaMA-Alpaca 18953 1878 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
95 skyvern 18900 1626 Python 131 Automate browser based workflows with AI 2025-11-26T02:29:26Z
96 opcode 18889 1451 TypeScript 242 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 langfuse 18652 1817 TypeScript 272 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-11-25T22:36:54Z
98 suna 18650 3198 TypeScript 180 Kortix – build, manage and train AI Agents. Fully Open Source. 2025-11-25T20:34:54Z
99 mastra 18496 1307 TypeScript 275 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-11-26T03:45:30Z
100 deer-flow 18319 2289 Python 198 DeerFlow is a community-driven Deep Research framework, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community. 2025-11-25T01:24:52Z