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 160047 14205 Go 1897 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2026-01-21T02:30:03Z
2 transformers 155461 31801 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. 2026-01-20T22:21:43Z
3 dify 126680 19733 TypeScript 441 Production-ready platform for agentic workflow development. 2026-01-21T03:36:50Z
4 langchain 124696 20527 Python 223 🦜🔗 The platform for reliable agents. 2026-01-21T01:55:21Z
5 open-webui 121323 17112 Python 180 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-01-20T18:28:12Z
6 llama.cpp 93392 14547 C++ 362 LLM inference in C/C++ 2026-01-21T01:34:29Z
7 awesome-llm-apps 88396 12671 Python 4 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2026-01-20T02:19:23Z
8 LLMs-from-scratch 83497 12565 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2026-01-19T18:22:29Z
9 gpt4all 77046 8314 C++ 714 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 firecrawl 76339 5786 TypeScript 36 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2026-01-20T23:32:02Z
11 browser-use 75834 9051 Python 150 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2026-01-19T17:36:35Z
12 llm-course 73547 8445 None 64 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-12-22T00:08:18Z
13 ragflow 71831 7898 Python 3059 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 2026-01-21T03:31:26Z
14 gpt_academic 69998 8400 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。 2026-01-09T10:19:50Z
15 PaddleOCR 68473 9671 Python 218 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. 2026-01-20T07:15:02Z
16 vllm 67971 12732 Python 1716 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-01-21T03:24:05Z
17 OpenHands 66827 8306 Python 146 🙌 OpenHands: AI-Driven Development 2026-01-21T03:41:34Z
18 LlamaFactory 66199 8044 Python 860 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-01-20T07:54:08Z
19 MetaGPT 63251 7936 Python 5 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
20 crawl4ai 58809 5990 Python 175 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2026-01-20T00:45:23Z
21 pathway 57779 1551 Python 26 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-01-20T16:59:13Z
22 llm-app 54469 1284 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
23 anything-llm 53594 5754 JavaScript 250 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2026-01-20T21:11:37Z
24 MinerU 52502 4358 Python 159 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2026-01-19T09:02:34Z
25 unsloth 50952 4201 Python 828 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-01-20T09:02:41Z
26 MoneyPrinterTurbo 49053 6960 Python 209 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
27 llama_index 46498 6718 Python 249 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2026-01-19T11:50:30Z
28 mem0 45753 5013 Python 376 Universal memory layer for AI Agents 2026-01-13T07:39:14Z
29 JeecgBoot 45055 15777 Java 25 🔥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~ 2026-01-20T04:03:03Z
30 context7 42757 2062 TypeScript 95 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2026-01-20T13:53:24Z
31 milvus 42330 3773 Go 779 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-01-21T03:45:30Z
32 LocalAI 42218 3462 Go 138 :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 2026-01-20T23:12:15Z
33 ray 40896 7137 Python 2860 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2026-01-21T04:02:56Z
34 chatgpt-on-wechat 40710 9666 Python 315 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
35 jan 40123 2491 TypeScript 225 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2026-01-21T03:53:23Z
36 quivr 38860 3721 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 38559 4197 Python 60 A generative speech model for daily dialogue. 2026-01-18T05:30:01Z
38 cherry-studio 38116 3505 TypeScript 471 AI Agent + Coding Agent + 300+ assistants: agentic AI desktop with autonomous coding, intelligent automation, and unified access to frontier LLMs. 2026-01-21T03:39:47Z
39 Langchain-Chatchat 37137 6133 Python 21 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 LLM101n 36174 1969 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
41 AgentGPT 35567 9455 TypeScript 133 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
42 litellm 34198 5409 Python 795 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] 2026-01-21T04:08:36Z
43 1Panel 32941 2915 Go 352 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2026-01-21T02:22:18Z
44 khoj 32232 1931 Python 77 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. 2026-01-06T20:15:01Z
45 continue 30999 4073 TypeScript 711 ⏩ Ship faster with Continuous AI. Open-source CLI that can be used in Headless mode to run async cloud agents or TUI mode as an in sync coding agent 2026-01-21T00:05:06Z
46 graphrag 30431 3215 Python 36 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-01-21T01:49:37Z
47 Mr.-Ranedeer-AI-Tutor 29695 3365 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 one-api 29169 5660 JavaScript 897 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
49 ChatDev 28919 3628 Python 28 ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration 2026-01-20T15:34:11Z
50 llm.c 28664 3365 Cuda 90 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
51 TradingAgents 28274 5415 Python 149 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
52 void 28091 2271 TypeScript 264 None 2026-01-12T09:57:57Z
53 CopilotKit 28051 3645 TypeScript 432 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic Frontend 🪁 2026-01-21T00:09:29Z
54 storm 27799 2528 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
55 self-llm 27642 2762 Jupyter Notebook 149 《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 2026-01-20T15:52:10Z
56 LightRAG 27497 3914 Python 161 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-01-19T07:59:17Z
57 semantic-kernel 27064 4434 C# 463 Integrate cutting-edge LLM technology quickly and easily into your apps 2026-01-19T17:48:16Z
58 FastGPT 26946 6894 TypeScript 162 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. 2026-01-20T07:02:37Z
59 ai-engineering-hub 26910 4399 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-01-10T11:41:19Z
60 composio 26408 4408 TypeScript 13 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2026-01-21T04:11:32Z
61 goose 26300 2400 Rust 205 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2026-01-21T04:01:32Z
62 Awesome-LLM 26045 2269 None 10 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
63 BitNet 25784 2083 Python 144 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
64 chroma 25639 2010 Rust 267 Open-source search and retrieval database for AI applications. 2026-01-21T03:20:04Z
65 system_prompts_leaks 25204 3872 JavaScript 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2026-01-16T20:29:21Z
66 gpt-researcher 24932 3303 Python 136 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
67 happy-llm 24670 2262 Jupyter Notebook 33 📚 从零开始的大语言模型原理与实践教程 2026-01-03T03:28:57Z
68 gitleaks 24632 1885 Go 232 Find secrets with Gitleaks 🔑 2026-01-08T20:48:49Z
69 JARVIS 24512 2050 Python 191 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
70 agenticSeek 24494 2711 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) 2025-11-15T13:56:20Z
71 RAG_Techniques 24287 2814 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. 2026-01-19T12:39:02Z
72 haystack 23933 2559 MDX 87 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. 2026-01-20T17:15:47Z
73 llamafile 23645 1259 C 189 Distribute and run LLMs with a single file. 2026-01-20T10:55:33Z
74 langgraph 23553 4131 Python 167 Build resilient language agents as graphs. 2026-01-19T06:47:12Z
75 langextract 23255 1596 Python 74 A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. 2025-12-29T20:45:34Z
76 llm-cookbook 23053 2797 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 pandas-ai 23049 2265 Python 14 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
78 llm-action 22883 2657 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) 2025-12-30T14:38:49Z
79 sglang 22617 4128 Python 649 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-01-21T04:06:30Z
80 Scrapegraph-ai 22334 1944 Python 2 Python scraper based on AI 2026-01-20T13:02:34Z
81 vanna 22327 2145 Python 218 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-01-19T20:26:05Z
82 SillyTavern 22287 4607 JavaScript 319 LLM Frontend for Power Users. 2026-01-20T23:28:34Z
83 Awesome-Chinese-LLM 22123 2100 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
84 toon 22020 968 TypeScript 8 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2026-01-16T18:09:54Z
85 unilm 21967 2691 Python 641 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2026-01-20T03:10:31Z
86 mlc-llm 21913 1901 Python 314 Universal LLM Deployment Engine with ML Compilation 2026-01-20T20:04:56Z
87 repomix 21364 994 TypeScript 121 📦 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. 2026-01-18T15:41:46Z
88 crawlee 21212 1156 TypeScript 136 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. 2026-01-20T15:53:02Z
89 awesome-claude-code 21202 1204 Python 73 A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic 2026-01-21T03:35:24Z
90 datasets 21110 3076 Python 886 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2026-01-16T14:44:49Z
91 ai 21040 3666 TypeScript 893 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 2026-01-21T00:10:42Z
92 langfuse 20866 2047 TypeScript 308 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2026-01-20T23:06:45Z
93 letta 20750 2165 Python 38 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2026-01-20T00:01:55Z
94 architecture.of.internet-product 20615 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
95 peft 20498 2159 Python 22 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2026-01-16T17:03:36Z
96 Qwen 20178 1692 Python 6 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-11-26T13:48:46Z
97 skyvern 20172 1784 Python 82 Automate browser based workflows with AI 2026-01-21T00:36:04Z
98 opcode 20095 1550 TypeScript 255 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
99 Hands-On-Large-Language-Models 19921 4722 Jupyter Notebook 20 Official code repo for the O’Reilly Book - “Hands-On Large Language Models” 2025-12-17T07:46:38Z
100 MaxKB 19905 2598 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。 2026-01-20T10:33:01Z