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 163801 14727 Go 1971 Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-03-02T03:17:33Z
2 transformers 157227 32258 Python 1089 🤗 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. 2026-03-01T22:53:33Z
3 prompts.chat 149546 19666 HTML 4 f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy. 2026-03-02T03:50:50Z
4 dify 130836 20371 TypeScript 405 Production-ready platform for agentic workflow development. 2026-03-02T03:55:04Z
5 langchain 127878 21011 Python 232 🦜🔗 The platform for reliable agents. 2026-03-02T00:08:58Z
6 open-webui 125374 17758 Python 163 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-03-02T01:14:18Z
7 awesome-llm-apps 98813 14369 Python 0 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2026-02-25T05:42:10Z
8 llama.cpp 96272 15154 C++ 426 LLM inference in C/C++ 2026-03-01T17:06:32Z
9 firecrawl 87135 6196 TypeScript 42 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2026-03-01T17:12:51Z
10 LLMs-from-scratch 86623 13153 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2026-03-02T02:15:22Z
11 browser-use 79314 9376 Python 128 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2026-03-01T21:28:46Z
12 gpt4all 77165 8321 C++ 719 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
13 llm-course 75913 8757 None 63 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2026-02-05T13:09:26Z
14 ragflow 73986 8232 Python 2957 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 2026-03-02T04:05:28Z
15 vllm 71613 13834 Python 1682 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-03-02T03:48:39Z
16 PaddleOCR 71412 9878 Python 224 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. 2026-03-02T03:41:04Z
17 gpt_academic 70139 8397 Python 276 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。 2026-01-25T12:33:10Z
18 OpenHands 68381 8532 Python 175 🙌 OpenHands: AI-Driven Development 2026-03-02T04:33:58Z
19 LlamaFactory 67720 8258 Python 894 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-03-02T03:10:50Z
20 MetaGPT 64643 8127 Python 15 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2026-01-21T10:12:33Z
21 crawl4ai 61203 6257 Python 181 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2026-03-02T01:52:08Z
22 pathway 59551 1608 Python 27 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-02-28T06:11:34Z
23 everything-claude-code 56496 6961 JavaScript 8 The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Cowork, and beyond. 2026-03-01T20:07:13Z
24 llm-app 56252 1362 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. 2026-01-07T11:59:38Z
25 anything-llm 55251 5972 JavaScript 278 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2026-02-28T03:36:04Z
26 MinerU 55242 4576 Python 188 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2026-02-28T07:14:15Z
27 unsloth 52933 4402 Python 859 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-03-02T04:30:45Z
28 MoneyPrinterTurbo 49758 7065 Python 215 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
29 mem0 48392 5384 Python 447 Universal memory layer for AI Agents 2026-02-25T15:40:36Z
30 TrendRadar 47693 22455 Python 27 ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。 2026-03-01T03:21:07Z
31 context7 47363 2242 TypeScript 124 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2026-03-01T10:38:06Z
32 llama_index 47283 6885 Python 229 LlamaIndex is the leading document agent and OCR platform 2026-03-01T17:50:36Z
33 JeecgBoot 45307 15824 Java 38 【AI低代码平台】AI low-code platform empowers enterprises to quickly develop low-code solutions and build AI applications. 助力企业快速实现低代码开发和构建AI应用! 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。 强大代码生成器:实现前后端一键生成,无需手写代码! 显著提升效率节省成本,又不失灵活~ 2026-02-28T17:22:19Z
34 LocalAI 43174 3610 Go 126 :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement, 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 2026-03-01T21:33:26Z
35 milvus 43071 3862 Go 821 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-03-02T03:33:18Z
36 chatgpt-on-wechat 41697 9783 Python 308 CowAgent是基于大模型的超级AI助理,能主动思考和任务规划、访问操作系统和外部资源、创造和执行Skills、拥有长期记忆并不断成长。同时支持飞书、钉钉、企业微信应用、微信公众号、网页等接入,可选择OpenAI/Claude/Gemini/DeepSeek/ Qwen/GLM/Kimi/LinkAI,能处理文本、语音、图片和文件,可快速搭建个人AI助手和企业数字员工。 2026-03-01T11:41:27Z
37 ray 41538 7277 Python 2910 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2026-03-02T03:00:12Z
38 jan 40737 2539 TypeScript 228 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2026-03-02T04:48:37Z
39 cherry-studio 40483 3735 TypeScript 470 AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs 2026-03-02T03:59:44Z
40 quivr 38968 3722 Python 4 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
41 ChatTTS 38832 4215 Python 58 A generative speech model for daily dialogue. 2026-01-18T05:30:01Z
42 litellm 37402 6065 Python 826 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] 2026-03-02T04:41:41Z
43 Langchain-Chatchat 37357 6155 Python 8 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
44 LLM101n 36394 1980 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
45 AgentGPT 35754 9442 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
46 langextract 34109 2278 Python 88 A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. 2026-02-25T16:32:42Z
47 system_prompts_leaks 33428 5315 HTML 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2026-03-01T21:28:48Z
48 khoj 32749 1984 Python 81 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. 2026-02-24T18:50:03Z
49 goose 32015 2906 Rust 279 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2026-03-02T04:55:09Z
50 continue 31590 4207 TypeScript 949 ⏩ Source-controlled AI checks, enforceable in CI. Powered by the open-source Continue CLI 2026-03-02T01:42:10Z
51 ChatDev 31318 3870 Python 33 ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration 2026-02-27T05:51:12Z
52 graphrag 31160 3282 Python 26 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-02-27T21:18:08Z
53 TradingAgents 31047 5967 Python 161 TradingAgents: Multi-Agents LLM Financial Trading Framework 2026-02-25T00:28:56Z
54 ai-engineering-hub 30951 5043 Jupyter Notebook 30 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-02-26T19:58:08Z
55 one-api 29964 5746 JavaScript 900 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. 2026-01-09T03:26:43Z
56 Mr.-Ranedeer-AI-Tutor 29691 3347 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
57 Perplexica 29164 3084 TypeScript 179 Perplexica is an AI-powered answering engine. 2026-02-13T07:14:28Z
58 CopilotKit 29109 3788 TypeScript 515 The Frontend for Agents & Generative UI. React + Angular 2026-03-01T05:12:41Z
59 llm.c 28993 3403 Cuda 90 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
60 LightRAG 28862 4131 Python 161 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-03-01T18:10:44Z
61 BitNet 28658 2357 Python 153 Official inference framework for 1-bit LLMs 2026-02-03T05:30:42Z
62 self-llm 28544 2831 Jupyter Notebook 151 《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 2026-02-24T16:03:51Z
63 void 28282 2340 TypeScript 267 None 2026-01-12T09:57:57Z
64 storm 27945 2538 Python 58 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2025-09-30T18:07:21Z
65 semantic-kernel 27341 4480 C# 439 Integrate cutting-edge LLM technology quickly and easily into your apps 2026-02-28T00:02:29Z
66 composio 27236 4459 TypeScript 25 Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action. 2026-03-01T05:23:57Z
67 FastGPT 27219 6939 TypeScript 147 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. 2026-02-28T04:40:15Z
68 happy-llm 26545 2461 Jupyter Notebook 40 📚 从零开始的大语言模型原理与实践教程 2026-02-26T07:34:10Z
69 chroma 26391 2086 Rust 270 Open-source search and retrieval database for AI applications. 2026-03-02T04:52:51Z
70 Awesome-LLM 26355 2320 None 14 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
71 awesome-claude-code 25741 1591 Python 69 A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic 2026-03-02T00:33:37Z
72 RAG_Techniques 25711 3020 Jupyter Notebook 9 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. 2026-02-17T20:32:17Z
73 gpt-researcher 25483 3381 Python 144 An autonomous agent that conducts deep research on any data using any LLM providers 2026-03-01T15:22:58Z
74 agenticSeek 25368 2819 Python 33 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) 2026-02-28T20:32:01Z
75 langgraph 25335 4423 Python 189 Build resilient language agents as graphs. 2026-03-01T19:03:41Z
76 gitleaks 25159 1934 Go 233 Find secrets with Gitleaks 🔑 2026-02-21T13:30:12Z
77 JARVIS 24559 2069 Python 485 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
78 haystack 24362 2629 MDX 94 Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems. 2026-02-27T19:37:31Z
79 hello-agents 24044 2698 Python 19 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-02-27T02:53:04Z
80 sglang 23937 4602 Python 570 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-03-02T04:53:40Z
81 llamafile 23754 1266 C 195 Distribute and run LLMs with a single file. 2026-03-02T00:19:46Z
82 SillyTavern 23744 4823 JavaScript 328 LLM Frontend for Power Users. 2026-03-01T20:17:38Z
83 llm-cookbook 23367 2837 Jupyter Notebook 4 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
84 pandas-ai 23282 2286 Python 16 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
85 llm-action 23276 2701 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) 2026-03-01T05:51:34Z
86 Hands-On-Large-Language-Models 23161 5372 Jupyter Notebook 23 Official code repo for the O’Reilly Book - “Hands-On Large Language Models” 2025-12-17T07:46:38Z
87 deer-flow 23129 2749 Python 195 An open-source SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skills and subagents, it handles different levels of tasks that could take minutes to hours. 2026-03-01T14:39:00Z
88 toon 22928 1017 TypeScript 7 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2026-02-25T14:32:40Z
89 Scrapegraph-ai 22817 1993 Python 0 Python scraper based on AI 2026-02-24T23:29:35Z
90 vanna 22811 2212 Python 223 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
91 prompt-optimizer 22508 2709 TypeScript 21 一款提示词优化器,助力于编写高质量的提示词 2026-03-02T03:51:29Z
92 langfuse 22479 2245 TypeScript 326 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2026-02-28T11:18:49Z
93 Awesome-Chinese-LLM 22289 2108 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
94 ai 22207 3903 TypeScript 835 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 2026-03-01T14:10:34Z
95 repomix 22169 1027 TypeScript 124 📦 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. 2026-03-01T22:02:35Z
96 mlc-llm 22087 1945 Python 291 Universal LLM Deployment Engine with ML Compilation 2026-03-01T21:46:26Z
97 unilm 22033 2691 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2026-01-23T04:09:35Z
98 crawlee 21982 1231 TypeScript 142 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. 2026-03-01T13:39:59Z
99 mastra 21576 1645 TypeScript 223 From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack. 2026-03-02T02:28:30Z
100 letta 21353 2232 Python 41 Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time. 2026-02-24T19:02:50Z