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 157979 13972 Go 1934 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-12-21T03:52:11Z
2 transformers 154097 31499 Python 1090 🤗 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. 2025-12-20T18:27:30Z
3 langchain 122330 20162 Python 191 🦜🔗 The platform for reliable agents. 2025-12-20T05:50:19Z
4 dify 122292 19014 TypeScript 508 Production-ready platform for agentic workflow development. 2025-12-21T01:19:13Z
5 open-webui 118323 16670 Svelte 172 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-12-20T14:12:05Z
6 llama.cpp 91663 14170 C++ 359 LLM inference in C/C++ 2025-12-21T03:43:22Z
7 awesome-llm-apps 83571 11840 Python 2 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-12-19T05:51:14Z
8 LLMs-from-scratch 81386 12162 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-12-21T00:41:38Z
9 gpt4all 76969 8299 C++ 713 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 browser-use 73973 8853 Python 141 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-12-20T02:40:17Z
11 llm-course 70803 8102 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
12 firecrawl 70406 5534 TypeScript 45 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-12-19T19:45:04Z
13 ragflow 70140 7612 Python 2940 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 2025-12-19T13:16:07Z
14 gpt_academic 69851 8401 Python 272 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
15 PaddleOCR 66598 9528 Python 214 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. 2025-12-16T02:42:47Z
16 vllm 65842 12096 Python 1840 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-12-21T03:24:35Z
17 OpenHands 65810 8087 Python 146 🙌 OpenHands: AI-Driven Development 2025-12-20T19:05:42Z
18 LLaMA-Factory 64274 7789 Python 815 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-12-20T08:19:41Z
19 MetaGPT 60970 7530 Python 7 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
20 crawl4ai 57470 5811 Python 165 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-12-18T14:05:15Z
21 anything-llm 52371 5607 JavaScript 248 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-12-19T01:20:55Z
22 MinerU 50760 4209 Python 154 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-12-16T11:03:35Z
23 pathway 50739 1454 Python 21 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-12-20T06:07:58Z
24 unsloth 49682 4096 Python 810 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-12-20T03:38:00Z
25 MoneyPrinterTurbo 48402 6827 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 47855 1222 Jupyter Notebook 5 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 45920 6651 Python 238 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-12-19T03:24:37Z
28 JeecgBoot 44771 15726 Java 23 🔥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~ 2025-12-17T10:40:07Z
29 mem0 44505 4832 Python 358 Universal memory layer for AI Agents 2025-12-17T19:26:54Z
30 milvus 41800 3729 Go 798 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-12-20T05:45:32Z
31 ray 40421 7020 Python 2805 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-12-20T20:25:35Z
32 LocalAI 40318 3243 Go 187 :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 2025-12-20T23:13:00Z
33 chatgpt-on-wechat 40216 9576 Python 314 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 39803 2450 TypeScript 195 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-12-20T21:22:25Z
35 context7 39700 1968 TypeScript 85 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-12-19T21:03:30Z
36 quivr 38699 3696 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 38366 4163 Python 63 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
38 Langchain-Chatchat 36837 6091 Python 16 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 36793 3382 TypeScript 462 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-12-21T02:16:28Z
40 LLM101n 35916 1963 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
41 AgentGPT 35377 9464 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
42 litellm 32702 5089 Python 1002 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] 2025-12-21T03:59:32Z
43 1Panel 32545 2885 Go 373 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-12-19T10:08:34Z
44 khoj 31967 1897 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 30436 3929 TypeScript 656 ⏩ 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 2025-12-20T09:05:32Z
46 graphrag 29871 3155 Python 43 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-12-20T01:41:15Z
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 28590 5577 JavaScript 893 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 28433 3332 Cuda 89 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 ChatDev 27902 3519 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
51 void 27800 2201 TypeScript 263 None 2025-08-07T00:07:32Z
52 storm 27734 2512 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 CopilotKit 27147 3522 TypeScript 381 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic Frontend 🪁 2025-12-20T10:27:32Z
54 semantic-kernel 26886 4394 C# 498 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-12-16T19:22:09Z
55 TradingAgents 26795 5065 Python 142 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
56 self-llm 26748 2677 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 2025-12-20T15:32:55Z
57 FastGPT 26632 6838 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. 2025-12-20T05:11:02Z
58 composio 26217 4393 TypeScript 17 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-12-20T09:56:01Z
59 LightRAG 26179 3751 Python 178 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-12-20T15:54:56Z
60 Awesome-LLM 25835 2222 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
61 chroma 25060 1975 Rust 270 Open-source search and retrieval database for AI applications. 2025-12-21T02:07:40Z
62 goose 24831 2216 Rust 159 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-12-21T00:46:47Z
63 gpt-researcher 24555 3249 Python 132 An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. 2025-12-14T08:08:22Z
64 JARVIS 24491 2050 Python 85 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
65 BitNet 24464 1915 Python 141 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
66 system_prompts_leaks 24364 3717 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-12-19T17:55:09Z
67 gitleaks 24315 1865 Go 230 Find secrets with Gitleaks 🔑 2025-12-09T15:15:58Z
68 agenticSeek 24121 2644 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 23689 2533 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. 2025-12-19T17:45:46Z
70 RAG_Techniques 23638 2721 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
71 llamafile 23535 1251 C 186 Distribute and run LLMs with a single file. 2025-12-19T12:58:12Z
72 ai-engineering-hub 23534 3770 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-12-18T14:00:23Z
73 happy-llm 22998 2079 Jupyter Notebook 31 📚 从零开始的大语言模型原理与实践教程 2025-12-04T02:58:26Z
74 pandas-ai 22876 2241 Python 15 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 llm-cookbook 22692 2751 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 22396 2618 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 22029 1919 Python 9 Python scraper based on AI 2025-12-19T09:03:09Z
78 vanna 21973 2099 Python 211 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
79 Awesome-Chinese-LLM 21930 2085 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 21897 2681 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-12-15T04:49:14Z
81 sglang 21836 3815 Python 665 SGLang is a fast serving framework for large language models and vision language models. 2025-12-21T03:50:58Z
82 mlc-llm 21769 1891 Python 310 Universal LLM Deployment Engine with ML Compilation 2025-12-11T09:01:15Z
83 SillyTavern 21111 4433 JavaScript 310 LLM Frontend for Power Users. 2025-12-20T17:01:42Z
84 datasets 21005 3042 Python 875 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-12-19T15:06:31Z
85 toon 20990 926 TypeScript 10 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2025-12-15T13:26:36Z
86 crawlee 20861 1127 TypeScript 160 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. 2025-12-20T10:48:15Z
87 repomix 20714 950 TypeScript 117 📦 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. 2025-12-20T16:00:02Z
88 architecture.of.internet-product 20594 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 20310 2131 Python 24 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-12-18T10:52:52Z
90 ai 20241 3517 TypeScript 850 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 2025-12-20T18:40:54Z
91 letta 20102 2104 Python 23 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2025-12-18T23:52:29Z
92 Qwen 19988 1669 Python 2 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 19848 1734 Python 82 Automate browser based workflows with AI 2025-12-21T00:37:06Z
94 MaxKB 19583 2554 Python 69 🔥 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。 2025-12-19T09:32:21Z
95 langfuse 19563 1923 TypeScript 300 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-12-20T22:03:21Z
96 opcode 19298 1486 TypeScript 247 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 18967 1872 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 18917 1356 TypeScript 176 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-12-21T00:41:12Z
99 suna 18843 3247 TypeScript 92 Kortix – build, manage and train AI Agents. 2025-12-21T01:15:20Z
100 Hands-On-Large-Language-Models 18746 4462 Jupyter Notebook 20 Official code repo for the O’Reilly Book - “Hands-On Large Language Models” 2025-12-17T07:46:38Z