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 157571 13917 Go 1927 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-12-13T03:29:00Z
2 transformers 153830 31417 Python 1101 🤗 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. 2025-12-12T20:59:40Z
3 langchain 121846 20093 Python 181 🦜🔗 The platform for reliable agents. 2025-12-14T01:15:55Z
4 dify 121615 18899 TypeScript 510 Production-ready platform for agentic workflow development. 2025-12-13T15:13:25Z
5 open-webui 117735 16576 Svelte 190 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-12-13T19:42:08Z
6 llama.cpp 91280 14097 C++ 337 LLM inference in C/C++ 2025-12-14T03:21:48Z
7 awesome-llm-apps 82691 11632 Python 1 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-12-04T18:30:20Z
8 LLMs-from-scratch 80946 12080 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-11-25T02:10:04Z
9 gpt4all 76959 8303 C++ 712 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 browser-use 73646 8808 Python 139 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-12-12T23:43:18Z
11 llm-course 70194 8014 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
12 gpt_academic 69803 8402 Python 271 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 69772 7557 Python 2946 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 2025-12-13T13:12:46Z
14 firecrawl 69694 5469 TypeScript 41 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-12-13T19:41:50Z
15 PaddleOCR 66233 9498 Python 213 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. 2025-12-08T18:18:12Z
16 OpenHands 65645 8055 Python 145 🙌 OpenHands: AI-Driven Development 2025-12-14T02:13:09Z
17 vllm 65331 11941 Python 1855 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-12-14T03:34:46Z
18 LLaMA-Factory 63919 7739 Python 810 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-12-14T03:50:54Z
19 MetaGPT 60621 7481 Python 6 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
20 crawl4ai 57139 5775 Python 164 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-12-14T01:58:22Z
21 anything-llm 52126 5592 JavaScript 251 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-12-13T01:04:02Z
22 pathway 50625 1454 Python 38 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-12-13T06:08:07Z
23 MinerU 50366 4181 Python 148 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-12-12T12:30:07Z
24 unsloth 49383 4081 Python 805 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-12-14T00:44:44Z
25 MoneyPrinterTurbo 48263 6786 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. 2025-12-14T04:02:56Z
26 llm-app 47755 1222 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. 2025-12-09T11:21:05Z
27 llama_index 45800 6627 Python 233 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-12-12T13:05:09Z
28 JeecgBoot 44694 15718 Java 37 🔥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! 成熟的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、MCP和插件,聊天式业务操作等,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~ 2025-12-10T01:46:30Z
29 mem0 44241 4809 Python 350 Universal memory layer for AI Agents 2025-12-13T16:27:37Z
30 milvus 41631 3706 Go 783 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-12-13T18:24:30Z
31 ray 40304 7007 Python 2807 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-12-13T08:19:55Z
32 LocalAI 40097 3214 Go 198 :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, MCP, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference 2025-12-13T21:52:21Z
33 chatgpt-on-wechat 40085 9558 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 39714 2434 TypeScript 192 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-12-13T17:59:01Z
35 context7 39241 1953 TypeScript 101 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-12-11T19:11:51Z
36 quivr 38679 3693 Python 1 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 38327 4160 Python 63 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
38 Langchain-Chatchat 36783 6080 Python 17 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
39 cherry-studio 36549 3350 TypeScript 459 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-12-13T16:26:16Z
40 LLM101n 35836 1955 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
41 AgentGPT 35339 9469 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
42 1Panel 32437 2872 Go 361 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-12-12T10:49:12Z
43 litellm 32364 5018 Python 998 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] 2025-12-14T03:11:43Z
44 khoj 31915 1892 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. 2025-12-08T04:36:04Z
45 continue 30285 3896 TypeScript 642 ⏩ 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 2025-12-13T09:06:01Z
46 graphrag 29739 3139 Python 48 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-12-12T21:09:32Z
47 Mr.-Ranedeer-AI-Tutor 29680 3367 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 one-api 28467 5562 JavaScript 891 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
49 llm.c 28396 3324 Cuda 89 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 ChatDev 27869 3509 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
51 void 27736 2196 TypeScript 263 None 2025-08-07T00:07:32Z
52 storm 27701 2508 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 semantic-kernel 26843 4391 C# 497 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-12-13T08:29:36Z
54 self-llm 26564 2659 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 2025-12-04T02:55:04Z
55 FastGPT 26558 6825 TypeScript 650 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. 2025-12-13T11:51:08Z
56 TradingAgents 26545 5003 Python 142 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
57 CopilotKit 26249 3438 TypeScript 365 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-12-14T01:53:40Z
58 composio 26199 4393 TypeScript 14 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-12-13T07:47:54Z
59 LightRAG 25907 3709 Python 174 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-12-12T02:28:18Z
60 Awesome-LLM 25769 2212 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
61 chroma 24901 1969 Rust 269 Open-source search and retrieval database for AI applications. 2025-12-14T01:08:07Z
62 JARVIS 24491 2058 Python 558 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
63 gpt-researcher 24487 3234 Python 129 An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. 2025-12-10T18:48:46Z
64 BitNet 24452 1913 Python 138 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
65 goose 24266 2158 Rust 142 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-12-14T01:50:56Z
66 system_prompts_leaks 24246 3706 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-12-10T21:39:41Z
67 gitleaks 24236 1853 Go 230 Find secrets with Gitleaks 🔑 2025-12-09T15:15:58Z
68 agenticSeek 24080 2641 Python 32 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
69 haystack 23602 2516 MDX 101 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. 2025-12-12T15:41:01Z
70 llamafile 23486 1248 C 186 Distribute and run LLMs with a single file. 2025-12-12T17:56:48Z
71 RAG_Techniques 23466 2693 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. 2025-12-11T07:29:27Z
72 ai-engineering-hub 23151 3729 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-12-06T08:02:22Z
73 pandas-ai 22800 2234 Python 12 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
74 happy-llm 22700 2040 Jupyter Notebook 30 📚 从零开始的大语言模型原理与实践教程 2025-12-04T02:58:26Z
75 llm-cookbook 22609 2740 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
76 llm-action 22236 2602 HTML 17 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) 2025-12-03T11:48:02Z
77 Scrapegraph-ai 21981 1914 Python 10 Python scraper based on AI 2025-12-13T00:25:03Z
78 vanna 21901 2093 Python 210 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
79 Awesome-Chinese-LLM 21889 2078 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 unilm 21876 2681 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
81 mlc-llm 21739 1887 Python 309 Universal LLM Deployment Engine with ML Compilation 2025-12-11T09:01:15Z
82 sglang 21259 3737 Python 633 SGLang is a fast serving framework for large language models and vision language models. 2025-12-14T03:59:59Z
83 datasets 20976 3035 Python 873 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-12-09T14:45:14Z
84 SillyTavern 20859 4402 JavaScript 308 LLM Frontend for Power Users. 2025-12-13T15:41:27Z
85 crawlee 20803 1119 TypeScript 163 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. 2025-12-12T23:27:11Z
86 toon 20720 915 TypeScript 7 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2025-12-07T16:40:06Z
87 repomix 20630 947 TypeScript 118 📦 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. 2025-12-13T15:18:31Z
88 architecture.of.internet-product 20592 4738 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
89 peft 20272 2131 Python 27 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-12-10T13:53:53Z
90 ai 20072 3477 TypeScript 897 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 2025-12-14T02:05:26Z
91 Qwen 19949 1667 Python 4 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-11-26T13:48:46Z
92 skyvern 19715 1717 Python 82 Automate browser based workflows with AI 2025-12-14T01:39:53Z
93 MaxKB 19545 2543 Python 68 🔥 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。 2025-12-12T11:28:49Z
94 letta 19487 2056 Python 14 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2025-11-29T00:17:01Z
95 langfuse 19313 1901 TypeScript 295 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-12-13T17:03:02Z
96 opcode 19188 1485 TypeScript 245 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 Chinese-LLaMA-Alpaca 18966 1874 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
98 mastra 18804 1347 TypeScript 182 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-12-13T18:12:03Z
99 suna 18774 3223 TypeScript 150 Kortix – build, manage and train AI Agents. 2025-12-13T21:48:05Z
100 deer-flow 18634 2334 Python 187 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. 2025-12-13T12:25:46Z