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 165082 14977 Go 2006 Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-03-14T07:10:04Z
2 transformers 157812 32479 Python 1071 🤗 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. 2026-03-14T21:09:06Z
3 prompts.chat 152484 20048 HTML 8 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. 2026-03-15T04:01:11Z
4 dify 132828 20692 TypeScript 393 Production-ready platform for agentic workflow development. 2026-03-15T04:58:54Z
5 langchain 129496 21341 Python 282 The agent engineering platform 2026-03-14T17:22:42Z
6 open-webui 127228 17987 Python 186 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-03-14T07:48:31Z
7 awesome-llm-apps 102134 14867 Python 1 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2026-03-13T01:18:57Z
8 llama.cpp 97946 15509 C++ 482 LLM inference in C/C++ 2026-03-15T00:43:13Z
9 firecrawl 93140 6435 TypeScript 45 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2026-03-14T00:18:42Z
10 LLMs-from-scratch 88072 13437 Jupyter Notebook 2 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2026-03-07T23:05:50Z
11 browser-use 80785 9545 Python 114 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2026-03-13T07:31:43Z
12 gpt4all 77226 8329 C++ 720 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
13 llm-course 76686 8857 None 63 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2026-02-05T13:09:26Z
14 everything-claude-code 76104 9507 JavaScript 10 The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. 2026-03-15T02:09:27Z
15 ragflow 75006 8383 Python 3027 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 2026-03-13T12:02:35Z
16 vllm 73104 14367 Python 1702 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-03-15T03:13:48Z
17 PaddleOCR 72302 9961 Python 205 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. 2026-03-13T17:24:51Z
18 gpt_academic 70223 8400 Python 275 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
19 OpenHands 69129 8659 Python 168 🙌 OpenHands: AI-Driven Development 2026-03-15T02:54:40Z
20 LlamaFactory 68409 8349 Python 908 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-03-10T13:36:39Z
21 MetaGPT 65175 8207 Python 18 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2026-01-21T10:12:33Z
22 crawl4ai 61958 6320 Python 14 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2026-03-13T07:56:50Z
23 pathway 59391 1606 Python 31 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-03-14T06:05:32Z
24 anything-llm 56223 6080 JavaScript 274 The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configration. 2026-03-14T00:50:57Z
25 MinerU 56184 4658 Python 191 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2026-03-07T09:31:26Z
26 llm-app 56138 1380 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
27 unsloth 53991 4515 Python 876 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-03-14T22:49:49Z
28 MoneyPrinterTurbo 50208 7146 Python 220 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 49845 5569 Python 411 Universal memory layer for AI Agents 2026-03-14T23:11:12Z
30 context7 49064 2314 TypeScript 140 Context7 Platform – Up-to-date code documentation for LLMs and AI code editors 2026-03-15T01:45:11Z
31 TrendRadar 48947 22643 Python 26 ⭐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 智能筛选新闻 + 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。 2026-03-12T12:18:04Z
32 llama_index 47679 7019 Python 199 LlamaIndex is the leading document agent and OCR platform 2026-03-14T16:07:17Z
33 JeecgBoot 45397 15839 Java 21 【AI低代码平台】“低代码+零代码”双模驱动AI智能平台 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~ 2026-03-12T01:33:43Z
34 LocalAI 43621 3696 Go 118 :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 2026-03-14T22:38:44Z
35 milvus 43296 3903 Go 838 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-03-14T07:51:25Z
36 chatgpt-on-wechat 42209 9826 Python 312 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。 2026-03-12T12:49:51Z
37 ray 41716 7339 Python 2931 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2026-03-15T05:11:00Z
38 cherry-studio 41506 3839 TypeScript 476 AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs 2026-03-15T04:56:40Z
39 jan 41068 2589 TypeScript 256 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2026-03-14T05:37:46Z
40 litellm 39077 6409 Python 838 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] 2026-03-15T04:44:13Z
41 quivr 39009 3733 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
42 ChatTTS 38933 4225 Python 58 A generative speech model for daily dialogue. 2026-01-18T05:30:01Z
43 Langchain-Chatchat 37508 6174 Python 7 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 36500 1994 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
45 AgentGPT 35821 9435 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
46 langextract 34703 2331 Python 90 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 BitNet 34577 2924 Python 165 Official inference framework for 1-bit LLMs 2026-03-10T07:49:47Z
48 system_prompts_leaks 34326 5515 HTML 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2026-03-12T20:13:09Z
49 khoj 33398 2062 Python 82 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. 2026-03-06T06:40:21Z
50 goose 33027 3048 Rust 185 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2026-03-15T05:02:16Z
51 Vane 32976 3551 TypeScript 184 Vane is an AI-powered answering engine. 2026-03-10T13:35:09Z
52 TradingAgents 32083 6173 Python 164 TradingAgents: Multi-Agents LLM Financial Trading Framework 2026-02-25T00:28:56Z
53 ai-engineering-hub 32027 5257 Jupyter Notebook 29 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-03-13T13:02:07Z
54 continue 31845 4254 TypeScript 1267 ⏩ Source-controlled AI checks, enforceable in CI. Powered by the open-source Continue CLI 2026-03-14T14:54:11Z
55 ChatDev 31639 3909 Python 34 ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration 2026-03-15T04:14:39Z
56 graphrag 31460 3320 Python 32 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-03-15T02:46:55Z
57 deer-flow 30623 3697 Python 215 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. 2026-03-14T14:55:52Z
58 one-api 30533 5824 JavaScript 901 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
59 Mr.-Ranedeer-AI-Tutor 29681 3337 None 15 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
60 CopilotKit 29374 3822 TypeScript 529 The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol 2026-03-15T04:00:36Z
61 LightRAG 29367 4209 Python 167 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-03-15T03:39:56Z
62 llm.c 29142 3430 Cuda 90 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
63 self-llm 28956 2860 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 2026-03-08T15:05:10Z
64 void 28339 2347 TypeScript 267 None 2026-01-12T09:57:57Z
65 awesome-claude-code 28231 1856 Python 81 A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic 2026-03-15T04:00:08Z
66 storm 28005 2551 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
67 hello-agents 27528 3102 Python 37 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-03-14T08:24:10Z
68 semantic-kernel 27452 4506 C# 402 Integrate cutting-edge LLM technology quickly and easily into your apps 2026-03-14T04:14:47Z
69 FastGPT 27379 6966 TypeScript 164 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. 2026-03-14T15:42:53Z
70 composio 27378 4482 TypeScript 38 Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action. 2026-03-15T04:05:31Z
71 happy-llm 27363 2526 Jupyter Notebook 47 📚 从零开始的大语言模型原理与实践教程 2026-03-05T10:42:38Z
72 learn-claude-code 27178 4795 TypeScript 11 Bash is all you need - A nano Claude Code–like agent, built from 0 to 1 2026-03-14T15:50:37Z
73 chroma 26642 2127 Rust 250 Open-source search and retrieval database for AI applications. 2026-03-15T03:58:13Z
74 Awesome-LLM 26451 2350 None 14 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
75 langgraph 26409 4572 Python 209 Build resilient language agents as graphs. 2026-03-15T00:51:51Z
76 RAG_Techniques 25964 3061 Jupyter Notebook 10 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
77 gpt-researcher 25736 3420 Python 141 An autonomous agent that conducts deep research on any data using any LLM providers 2026-03-14T13:16:21Z
78 agenticSeek 25507 2835 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) 2026-03-02T18:45:10Z
79 gitleaks 25403 1958 Go 234 Find secrets with Gitleaks 🔑 2026-03-12T15:30:50Z
80 mlflow 24730 5422 Python 1464 The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data. 2026-03-14T16:32:18Z
81 AstrBot 24580 1669 Python 667 Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-03-14T19:20:45Z
82 JARVIS 24575 2075 Python 604 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
83 prompt-optimizer 24557 2919 TypeScript 18 一款提示词优化器,助力于编写高质量的提示词 2026-03-13T09:59:06Z
84 haystack 24504 2656 MDX 90 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. 2026-03-13T20:39:24Z
85 sglang 24455 4817 Python 598 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-03-15T05:12:06Z
86 SillyTavern 24346 4910 JavaScript 338 LLM Frontend for Power Users. 2026-03-14T21:29:06Z
87 pi-mono 23849 2516 TypeScript 20 AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods 2026-03-14T15:35:06Z
88 llamafile 23789 1275 C 197 Distribute and run LLMs with a single file. 2026-03-14T11:48:55Z
89 Hands-On-Large-Language-Models 23645 5482 Jupyter Notebook 23 Official code repo for the O’Reilly Book - “Hands-On Large Language Models” 2025-12-17T07:46:38Z
90 llm-action 23528 2719 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) 2026-03-12T12:18:06Z
91 llm-cookbook 23507 2850 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
92 pandas-ai 23339 2296 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
93 toon 23243 1035 TypeScript 6 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2026-03-10T18:21:27Z
94 langfuse 23176 2342 TypeScript 312 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2026-03-14T18:29:55Z
95 vanna 22970 2244 Python 226 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
96 Scrapegraph-ai 22958 2000 Python 1 Python scraper based on AI 2026-03-15T04:58:29Z
97 ai 22630 3985 TypeScript 867 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 2026-03-15T05:10:37Z
98 repomix 22436 1042 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. 2026-03-14T15:52:35Z
99 dive-into-llms 22401 2657 Jupyter Notebook 1 《动手学大模型Dive into LLMs》系列编程实践教程 2025-10-10T06:25:48Z
100 Awesome-Chinese-LLM 22382 2114 None 6 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