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 157480 13891 Go 1932 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-12-12T01:39:41Z
2 transformers 153764 31395 Python 1103 🤗 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. 2025-12-11T23:41:02Z
3 awesome-chatgpt-prompts 139063 18425 TypeScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-12-12T01:38:42Z
4 langchain 121678 20071 Python 206 🦜🔗 The platform for reliable agents. 2025-12-12T01:25:14Z
5 dify 121242 18852 TypeScript 506 Production-ready platform for agentic workflow development. 2025-12-12T03:58:12Z
6 open-webui 117567 16542 Svelte 188 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-12-12T01:51:40Z
7 llama.cpp 91185 14070 C++ 330 LLM inference in C/C++ 2025-12-11T22:50:12Z
8 awesome-llm-apps 82419 11569 Python 1 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-12-04T18:30:20Z
9 LLMs-from-scratch 80869 12068 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-11-25T02:10:04Z
10 gpt4all 76956 8305 C++ 712 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
11 browser-use 73570 8800 Python 136 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-12-11T19:07:59Z
12 llm-course 69921 7981 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
13 gpt_academic 69791 8401 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
14 firecrawl 69587 5460 TypeScript 39 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-12-12T01:51:39Z
15 ragflow 69563 7546 Python 2943 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 2025-12-12T02:23:40Z
16 PaddleOCR 66145 9489 Python 211 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
17 OpenHands 65595 8044 Python 148 🙌 OpenHands: AI-Driven Development 2025-12-12T00:36:22Z
18 vllm 65202 11910 Python 1863 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-12-12T03:54:56Z
19 LLaMA-Factory 63858 7729 Python 811 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-12-11T19:47:00Z
20 MetaGPT 60512 7457 Python 6 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
21 crawl4ai 57073 5765 Python 163 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-12-11T10:18:43Z
22 anything-llm 52066 5585 JavaScript 251 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-12-12T01:58:18Z
23 pathway 50605 1456 Python 37 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-12-11T06:10:34Z
24 MinerU 50271 4177 Python 147 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-12-09T09:42:39Z
25 unsloth 49319 4071 Python 802 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-12-11T07:15:59Z
26 MoneyPrinterTurbo 48236 6783 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 47730 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
28 llama_index 45765 6620 Python 233 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-12-11T21:43:31Z
29 JeecgBoot 44671 15715 Java 36 🔥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
30 mem0 44174 4795 Python 348 Universal memory layer for AI Agents 2025-12-11T13:08:08Z
31 milvus 41612 3704 Go 783 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-12-12T02:35:14Z
32 ray 40269 6996 Python 2833 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-12-12T03:06:38Z
33 chatgpt-on-wechat 40054 9552 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 LocalAI 40041 3205 Go 204 :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 2025-12-11T21:55:45Z
35 jan 39687 2436 TypeScript 190 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-12-12T03:58:55Z
36 context7 39134 1941 TypeScript 100 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-12-11T19:11:51Z
37 quivr 38670 3693 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
38 ChatTTS 38313 4159 Python 63 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
39 Langchain-Chatchat 36774 6079 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
40 cherry-studio 36486 3337 TypeScript 448 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-12-12T03:47:53Z
41 LLM101n 35811 1953 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
42 AgentGPT 35330 9467 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
43 1Panel 32415 2870 Go 351 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-12-12T03:24:54Z
44 litellm 32306 5006 Python 993 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] 2025-12-12T03:08:22Z
45 khoj 31902 1890 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
46 continue 30254 3888 TypeScript 635 ⏩ 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 2025-12-12T02:25:47Z
47 graphrag 29710 3136 Python 51 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-12-06T01:20:57Z
48 Mr.-Ranedeer-AI-Tutor 29679 3367 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
49 one-api 28440 5557 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
50 llm.c 28391 3319 Cuda 89 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
51 ChatDev 27865 3510 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
52 void 27728 2192 TypeScript 262 None 2025-08-07T00:07:32Z
53 storm 27697 2509 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
54 semantic-kernel 26828 4386 C# 497 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-12-10T18:42:48Z
55 FastGPT 26538 6819 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. 2025-12-12T02:09:27Z
56 self-llm 26532 2658 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
57 TradingAgents 26487 4989 Python 142 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
58 composio 26197 4394 TypeScript 13 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-12-11T21:53:43Z
59 LightRAG 25826 3697 Python 173 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-12-12T02:28:18Z
60 Awesome-LLM 25758 2209 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
61 CopilotKit 25452 3385 TypeScript 362 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-12-11T23:45:56Z
62 chroma 24866 1962 Rust 269 Open-source search and retrieval database for AI applications. 2025-12-12T01:06:33Z
63 JARVIS 24486 2058 Python 540 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
64 gpt-researcher 24469 3233 Python 128 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
65 BitNet 24452 1912 Python 133 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
66 system_prompts_leaks 24228 3703 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-12-10T21:39:41Z
67 gitleaks 24219 1852 Go 228 Find secrets with Gitleaks 🔑 2025-12-09T15:15:58Z
68 agenticSeek 24058 2638 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 goose 23843 2132 Rust 139 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-12-12T02:20:35Z
70 haystack 23594 2517 MDX 102 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. 2025-12-11T16:18:16Z
71 llamafile 23464 1245 C 186 Distribute and run LLMs with a single file. 2025-12-10T19:03:33Z
72 RAG_Techniques 23440 2688 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
73 ai-engineering-hub 23083 3716 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-12-06T08:02:22Z
74 pandas-ai 22761 2231 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
75 happy-llm 22644 2035 Jupyter Notebook 28 📚 从零开始的大语言模型原理与实践教程 2025-12-04T02:58:26Z
76 llm-cookbook 22590 2738 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
77 llm-action 22201 2598 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) 2025-12-03T11:48:02Z
78 Scrapegraph-ai 21969 1914 Python 10 Python scraper based on AI 2025-12-08T16:19:34Z
79 vanna 21890 2087 Python 210 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
80 Awesome-Chinese-LLM 21879 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
81 unilm 21875 2681 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
82 mlc-llm 21731 1887 Python 309 Universal LLM Deployment Engine with ML Compilation 2025-12-11T09:01:15Z
83 sglang 21209 3720 Python 637 SGLang is a fast serving framework for large language models and vision language models. 2025-12-12T04:00:55Z
84 datasets 20977 3032 Python 871 🤗 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
85 SillyTavern 20800 4392 JavaScript 309 LLM Frontend for Power Users. 2025-12-11T22:53:55Z
86 crawlee 20783 1120 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. 2025-12-11T18:53:04Z
87 toon 20644 913 TypeScript 6 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2025-12-07T16:40:06Z
88 repomix 20612 946 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. 2025-12-12T01:26:58Z
89 architecture.of.internet-product 20592 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
90 peft 20263 2128 Python 30 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-12-10T13:53:53Z
91 ai 20022 3460 TypeScript 891 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 2025-12-12T03:37:48Z
92 Qwen 19934 1667 Python 5 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-11-26T13:48:46Z
93 skyvern 19683 1715 Python 83 Automate browser based workflows with AI 2025-12-12T03:56:50Z
94 MaxKB 19534 2542 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。 2025-12-12T03:59:18Z
95 letta 19469 2056 Python 17 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
96 langfuse 19268 1894 TypeScript 285 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-12-12T01:58:33Z
97 opcode 19110 1473 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
98 Chinese-LLaMA-Alpaca 18964 1875 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
99 mastra 18764 1343 TypeScript 174 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-12-12T02:03:22Z
100 suna 18762 3221 TypeScript 154 Kortix – build, manage and train AI Agents. 2025-12-11T18:17:34Z