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 157511 13903 Go 1930 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-12-13T03:29:00Z
2 transformers 153783 31405 Python 1104 🤗 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. 2025-12-12T20:59:40Z
3 langchain 121782 20090 Python 179 🦜🔗 The platform for reliable agents. 2025-12-12T22:37:56Z
4 dify 121428 18873 TypeScript 509 Production-ready platform for agentic workflow development. 2025-12-13T03:01:44Z
5 open-webui 117657 16559 Svelte 190 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-12-12T16:16:07Z
6 llama.cpp 91232 14085 C++ 335 LLM inference in C/C++ 2025-12-13T03:08:37Z
7 awesome-llm-apps 82570 11600 Python 1 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-12-04T18:30:20Z
8 LLMs-from-scratch 80901 12073 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-11-25T02:10:04Z
9 gpt4all 76959 8303 C++ 712 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 browser-use 73605 8804 Python 139 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-12-12T23:43:18Z
11 llm-course 70084 8001 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
12 gpt_academic 69797 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
13 ragflow 69688 7553 Python 2944 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 2025-12-13T03:37:42Z
14 firecrawl 69649 5463 TypeScript 40 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-12-12T22:14:38Z
15 PaddleOCR 66191 9496 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
16 OpenHands 65626 8048 Python 145 🙌 OpenHands: AI-Driven Development 2025-12-13T02:34:04Z
17 vllm 65271 11926 Python 1868 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-12-13T03:34:24Z
18 LLaMA-Factory 63892 7739 Python 812 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-12-12T17:44:29Z
19 MetaGPT 60572 7468 Python 6 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
20 crawl4ai 57100 5773 Python 163 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-12-13T02:43:12Z
21 anything-llm 52092 5590 JavaScript 250 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-12-13T01:04:02Z
22 pathway 50614 1455 Python 37 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-12-12T06:08:00Z
23 MinerU 50337 4180 Python 147 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-12-12T12:30:07Z
24 unsloth 49360 4079 Python 805 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-12-12T13:53:46Z
25 MoneyPrinterTurbo 48256 6784 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
26 llm-app 47739 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
27 llama_index 45785 6623 Python 233 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-12-12T13:05:09Z
28 JeecgBoot 44685 15717 Java 35 🔥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
29 mem0 44213 4804 Python 349 Universal memory layer for AI Agents 2025-12-11T13:08:08Z
30 milvus 41622 3706 Go 786 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-12-13T02:06:11Z
31 ray 40284 7005 Python 2832 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-12-13T02:23:36Z
32 chatgpt-on-wechat 40070 9554 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
33 LocalAI 40070 3206 Go 199 :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 2025-12-12T23:37:41Z
34 jan 39703 2434 TypeScript 190 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-12-13T03:21:30Z
35 context7 39197 1947 TypeScript 98 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-12-11T19:11:51Z
36 quivr 38676 3693 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 38321 4159 Python 63 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
38 Langchain-Chatchat 36781 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
39 cherry-studio 36532 3345 TypeScript 456 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-12-12T17:00:34Z
40 LLM101n 35820 1953 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
41 AgentGPT 35335 9468 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
42 1Panel 32430 2871 Go 358 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-12-12T10:49:12Z
43 litellm 32339 5014 Python 999 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] 2025-12-13T02:23:25Z
44 khoj 31909 1893 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 30271 3890 TypeScript 640 ⏩ 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 2025-12-13T01:21:23Z
46 graphrag 29727 3139 Python 48 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-12-12T21:09:32Z
47 Mr.-Ranedeer-AI-Tutor 29678 3367 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 one-api 28458 5560 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
49 llm.c 28391 3323 Cuda 89 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 ChatDev 27867 3510 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
51 void 27735 2193 TypeScript 263 None 2025-08-07T00:07:32Z
52 storm 27700 2508 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 semantic-kernel 26838 4387 C# 497 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-12-12T23:21:13Z
54 self-llm 26548 2659 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
55 FastGPT 26545 6823 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. 2025-12-12T15:46:02Z
56 TradingAgents 26516 4996 Python 142 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
57 composio 26200 4393 TypeScript 19 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-12-13T00:43:43Z
58 LightRAG 25874 3705 Python 174 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-12-12T02:28:18Z
59 Awesome-LLM 25766 2212 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
60 CopilotKit 25584 3398 TypeScript 364 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-12-13T01:31:56Z
61 chroma 24883 1963 Rust 271 Open-source search and retrieval database for AI applications. 2025-12-13T01:05:54Z
62 JARVIS 24490 2058 Python 548 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
63 gpt-researcher 24479 3233 Python 129 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
64 BitNet 24449 1912 Python 136 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
65 system_prompts_leaks 24237 3702 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-12-10T21:39:41Z
66 gitleaks 24229 1853 Go 230 Find secrets with Gitleaks 🔑 2025-12-09T15:15:58Z
67 goose 24081 2147 Rust 142 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-12-13T02:13:08Z
68 agenticSeek 24072 2640 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 23597 2516 MDX 101 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. 2025-12-12T15:41:01Z
70 llamafile 23466 1247 C 186 Distribute and run LLMs with a single file. 2025-12-12T17:56:48Z
71 RAG_Techniques 23449 2689 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
72 ai-engineering-hub 23121 3719 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-12-06T08:02:22Z
73 pandas-ai 22770 2232 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
74 happy-llm 22676 2038 Jupyter Notebook 29 📚 从零开始的大语言模型原理与实践教程 2025-12-04T02:58:26Z
75 llm-cookbook 22597 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
76 llm-action 22221 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
77 Scrapegraph-ai 21976 1915 Python 10 Python scraper based on AI 2025-12-13T00:25:03Z
78 vanna 21897 2092 Python 210 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
79 Awesome-Chinese-LLM 21884 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
80 unilm 21875 2681 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
81 mlc-llm 21736 1887 Python 309 Universal LLM Deployment Engine with ML Compilation 2025-12-11T09:01:15Z
82 sglang 21241 3732 Python 633 SGLang is a fast serving framework for large language models and vision language models. 2025-12-13T03:41:38Z
83 datasets 20976 3033 Python 873 🤗 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
84 SillyTavern 20833 4399 JavaScript 308 LLM Frontend for Power Users. 2025-12-12T20:02:14Z
85 crawlee 20798 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. 2025-12-12T23:27:11Z
86 toon 20700 915 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
87 repomix 20623 947 TypeScript 119 📦 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. 2025-12-13T00:59:27Z
88 architecture.of.internet-product 20592 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 20267 2129 Python 28 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-12-10T13:53:53Z
90 ai 20048 3470 TypeScript 894 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 2025-12-12T22:32:15Z
91 Qwen 19944 1668 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
92 skyvern 19703 1715 Python 82 Automate browser based workflows with AI 2025-12-13T00:59:02Z
93 MaxKB 19543 2545 Python 68 🔥 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。 2025-12-12T11:28:49Z
94 letta 19481 2054 Python 15 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
95 langfuse 19297 1900 TypeScript 290 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-12-12T22:22:21Z
96 opcode 19137 1480 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
97 Chinese-LLaMA-Alpaca 18964 1874 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 18788 1344 TypeScript 177 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-12-13T02:14:16Z
99 suna 18764 3222 TypeScript 150 Kortix – build, manage and train AI Agents. 2025-12-12T22:19:45Z
100 deer-flow 18626 2333 Python 188 DeerFlow is a community-driven Deep Research framework, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community. 2025-12-12T02:36:48Z