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 ollama 156184 13679 Go 1880 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-11-19T03:41:08Z
2 transformers 152688 31170 Python 1097 🤗 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. 2025-11-19T01:20:15Z
3 awesome-chatgpt-prompts 136641 18173 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-10-14T17:23:13Z
4 langchain 119986 19764 Python 157 🦜🔗 The platform for reliable agents. 2025-11-18T22:42:40Z
5 dify 119229 18474 TypeScript 491 Production-ready platform for agentic workflow development. 2025-11-18T12:11:12Z
6 open-webui 115596 16198 JavaScript 225 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-11-18T23:37:58Z
7 llama.cpp 90038 13743 C++ 305 LLM inference in C/C++ 2025-11-19T01:59:09Z
8 LLMs-from-scratch 78959 11704 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-11-17T23:29:51Z
9 awesome-llm-apps 78888 10508 Python 1 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-11-17T18:35:32Z
10 gpt4all 76921 8303 C++ 711 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
11 browser-use 72704 8656 Python 153 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-11-19T00:29:23Z
12 gpt_academic 69690 8401 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 firecrawl 68050 5296 TypeScript 44 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-11-19T02:06:17Z
14 ragflow 67952 7286 Python 2897 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 2025-11-19T02:29:26Z
15 llm-course 67698 7671 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
16 OpenHands 65078 7926 Python 175 🙌 OpenHands: Code Less, Make More 2025-11-19T02:07:33Z
17 PaddleOCR 64248 9357 Python 233 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. 2025-11-18T08:50:34Z
18 vllm 63417 11382 Python 1910 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-11-19T03:12:31Z
19 LLaMA-Factory 62686 7590 Python 774 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-11-18T16:53:28Z
20 MetaGPT 59556 7283 Python 7 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
21 crawl4ai 56065 5628 Python 162 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-11-18T08:18:54Z
22 anything-llm 51189 5413 JavaScript 290 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-11-07T02:40:00Z
23 pathway 50025 1454 Python 36 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-11-18T14:15:32Z
24 MinerU 49083 4071 Python 120 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-11-13T09:13:07Z
25 unsloth 48425 3986 Python 783 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-11-18T01:02:44Z
26 MoneyPrinterTurbo 47818 6691 Python 204 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 47207 1213 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 45303 6524 Python 231 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-11-19T00:54:09Z
29 JeecgBoot 44401 15658 Java 35 🔥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~ 2025-11-17T03:02:57Z
30 mem0 43297 4691 Python 333 Universal memory layer for AI Agents 2025-11-18T14:58:31Z
31 ray 39897 6913 Python 2855 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-11-19T03:39:44Z
32 chatgpt-on-wechat 39746 9499 Python 310 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 milvus 39457 3572 Go 738 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-11-19T02:56:44Z
34 jan 39349 2395 TypeScript 169 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-11-19T03:43:22Z
35 LocalAI 38774 3075 Go 236 :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 2025-11-18T21:34:18Z
36 quivr 38623 3689 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 38173 4146 Python 65 A generative speech model for daily dialogue. 2025-07-06T15:11:14Z
38 chatbox 37460 3786 TypeScript 915 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2025-11-04T03:55:25Z
39 context7 37429 1852 JavaScript 83 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-11-17T19:04:18Z
40 Langchain-Chatchat 36587 6067 Python 15 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
41 LLM101n 35584 1937 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
42 cherry-studio 35560 3227 TypeScript 418 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-11-18T19:42:33Z
43 1Panel 32083 2838 Go 507 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-11-19T03:49:00Z
44 khoj 31604 1860 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
45 litellm 31283 4749 Python 1054 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] 2025-11-19T03:49:17Z
46 continue 29904 3800 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 2025-11-19T02:57:16Z
47 Mr.-Ranedeer-AI-Tutor 29666 3374 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 graphrag 29225 3074 Python 45 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-11-17T23:45:09Z
49 llm.c 28189 3293 Cuda 90 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 one-api 28029 5518 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. 2025-07-18T18:11:50Z
51 ChatDev 27742 3487 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
52 storm 27615 2504 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 27541 2145 TypeScript 261 None 2025-08-07T00:07:32Z
54 semantic-kernel 26693 4349 C# 496 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-11-19T00:44:38Z
55 FastGPT 26306 6771 TypeScript 634 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. 2025-11-19T02:15:28Z
56 composio 26161 4396 TypeScript 12 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-11-18T15:35:53Z
57 self-llm 26040 2621 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 2025-11-14T09:42:56Z
58 Awesome-LLM 25579 2185 None 8 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
59 TradingAgents 25186 4702 Python 136 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
60 CopilotKit 25011 3338 TypeScript 328 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-11-19T03:18:56Z
61 chroma 24469 1923 Rust 261 Open-source search and retrieval database for AI applications. 2025-11-19T01:06:19Z
62 JARVIS 24450 2053 Python 318 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
63 BitNet 24411 1894 Python 131 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
64 gpt-researcher 24189 3196 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 23963 1833 Go 226 Find secrets with Gitleaks 🔑 2025-11-17T16:57:25Z
66 system_prompts_leaks 23731 3629 JavaScript 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-11-13T00:20:21Z
67 agenticSeek 23698 2566 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 LightRAG 23640 3482 Python 155 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-11-19T03:31:06Z
69 haystack 23415 2480 MDX 107 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. 2025-11-18T21:47:34Z
70 llamafile 23396 1239 C 184 Distribute and run LLMs with a single file. 2025-11-05T17:06:55Z
71 RAG_Techniques 23025 2622 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 22597 2211 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 goose 22233 2012 Rust 124 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-11-19T01:40:46Z
74 llm-cookbook 22214 2679 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 llm-action 21915 2573 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
76 unilm 21837 2672 Python 639 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
77 Scrapegraph-ai 21817 1898 Python 14 Python scraper based on AI 2025-11-17T19:31:57Z
78 Awesome-Chinese-LLM 21708 2060 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 21651 2038 Python 195 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-15T04:42:36Z
80 mlc-llm 21622 1861 Python 306 Universal LLM Deployment Engine with ML Compilation 2025-11-17T15:26:44Z
81 happy-llm 21554 1915 Jupyter Notebook 23 📚 从零开始的大语言模型原理与实践教程 2025-11-18T02:48:07Z
82 ai-engineering-hub 20937 3476 Jupyter Notebook 27 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-11-15T06:36:17Z
83 datasets 20867 3012 Python 864 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-11-10T17:11:07Z
84 architecture.of.internet-product 20581 4737 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 crawlee 20571 1097 TypeScript 172 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. 2025-11-18T23:14:19Z
86 repomix 20247 923 TypeScript 115 📦 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. 2025-11-18T17:26:34Z
87 sglang 20240 3440 Python 579 SGLang is a fast serving framework for large language models and vision language models. 2025-11-19T03:47:43Z
88 peft 20079 2101 Python 27 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-11-18T10:40:19Z
89 SillyTavern 20071 4252 JavaScript 303 LLM Frontend for Power Users. 2025-11-19T01:41:57Z
90 Qwen 19744 1648 Python 119 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-09-30T10:18:02Z
91 ai 19402 3295 TypeScript 826 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 2025-11-18T22:13:27Z
92 MaxKB 19333 2514 Python 66 🔥 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。 2025-11-19T02:07:21Z
93 letta 19210 2002 Python 20 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2025-11-14T00:02:06Z
94 Chinese-LLaMA-Alpaca 18945 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
95 opcode 18805 1444 TypeScript 241 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
96 suna 18605 3187 TypeScript 180 Kortix – build, manage and train AI Agents. Fully Open Source. 2025-11-19T01:00:13Z
97 langfuse 18410 1780 TypeScript 263 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-11-18T22:23:55Z
98 skyvern 18363 1579 Python 130 Automate browser based workflows with AI 2025-11-19T03:37:58Z
99 mastra 18332 1293 TypeScript 368 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-11-19T02:15:34Z
100 deer-flow 18159 2267 Python 199 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. 2025-11-17T01:57:06Z