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 157427 13888 Go 1930 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-12-11T02:14:10Z
2 transformers 153718 31380 Python 1099 🤗 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. 2025-12-10T19:29:07Z
3 awesome-chatgpt-prompts 138993 18412 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-12-10T23:49:00Z
4 langchain 121601 20056 Python 209 🦜🔗 The platform for reliable agents. 2025-12-11T03:59:38Z
5 dify 121134 18824 TypeScript 501 Production-ready platform for agentic workflow development. 2025-12-11T03:28:51Z
6 open-webui 117477 16521 Svelte 187 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-12-11T02:06:54Z
7 llama.cpp 91114 14056 C++ 321 LLM inference in C/C++ 2025-12-11T03:55:04Z
8 awesome-llm-apps 82283 11551 Python 1 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-12-04T18:30:20Z
9 LLMs-from-scratch 80820 12060 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-11-25T02:10:04Z
10 gpt4all 76955 8303 C++ 712 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
11 browser-use 73533 8795 Python 135 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-12-11T00:52:24Z
12 gpt_academic 69782 8399 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 llm-course 69661 7951 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
14 firecrawl 69519 5453 TypeScript 39 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-12-11T01:40:07Z
15 ragflow 69423 7531 Python 2946 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 2025-12-11T02:45:22Z
16 PaddleOCR 66096 9490 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
17 OpenHands 65564 8036 Python 155 🙌 OpenHands: AI-Driven Development 2025-12-11T03:06:52Z
18 vllm 65097 11880 Python 1870 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-12-11T03:59:39Z
19 LLaMA-Factory 63823 7720 Python 810 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-12-10T07:57:24Z
20 MetaGPT 60429 7439 Python 6 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
21 crawl4ai 57025 5756 Python 174 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-12-09T09:54:01Z
22 anything-llm 52040 5582 JavaScript 252 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-12-11T03:29:48Z
23 pathway 50588 1455 Python 37 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-12-10T06:08:12Z
24 MinerU 50208 4169 Python 146 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-12-09T09:42:39Z
25 unsloth 49232 4060 Python 801 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-12-10T15:49:52Z
26 MoneyPrinterTurbo 48215 6779 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
27 llm-app 47714 1221 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
28 llama_index 45746 6615 Python 234 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-12-10T17:32:31Z
29 JeecgBoot 44646 15709 Java 30 🔥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
30 mem0 44118 4793 Python 346 Universal memory layer for AI Agents 2025-12-10T19:02:59Z
31 milvus 41575 3700 Go 787 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-12-11T04:01:13Z
32 ray 40254 6989 Python 2830 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-12-11T03:41:15Z
33 chatgpt-on-wechat 40037 9549 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
34 LocalAI 40021 3202 Go 208 :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 2025-12-10T23:11:35Z
35 jan 39675 2435 TypeScript 191 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-12-11T03:19:00Z
36 context7 39050 1938 TypeScript 100 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-12-10T09:41:50Z
37 quivr 38674 3693 Python 2 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
38 ChatTTS 38303 4159 Python 63 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
39 Langchain-Chatchat 36763 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
40 cherry-studio 36429 3330 TypeScript 451 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-12-11T04:01:21Z
41 LLM101n 35799 1952 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
42 AgentGPT 35328 9468 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
43 1Panel 32397 2871 Go 349 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-12-11T03:17:00Z
44 litellm 32259 4989 Python 992 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] 2025-12-11T03:27:16Z
45 khoj 31896 1888 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
46 continue 30241 3885 TypeScript 634 ⏩ 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 2025-12-11T03:23:04Z
47 graphrag 29690 3131 Python 51 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-12-06T01:20:57Z
48 Mr.-Ranedeer-AI-Tutor 29680 3367 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
49 one-api 28413 5556 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
50 llm.c 28385 3319 Cuda 89 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
51 ChatDev 27859 3510 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
52 void 27722 2190 TypeScript 261 None 2025-08-07T00:07:32Z
53 storm 27697 2510 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
54 semantic-kernel 26821 4386 C# 497 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-12-10T18:42:48Z
55 FastGPT 26529 6817 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. 2025-12-11T02:36:15Z
56 self-llm 26509 2658 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
57 TradingAgents 26446 4981 Python 142 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
58 composio 26198 4394 TypeScript 13 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-12-11T03:27:34Z
59 LightRAG 25752 3681 Python 174 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-12-11T02:44:40Z
60 Awesome-LLM 25749 2209 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
61 CopilotKit 25342 3379 TypeScript 360 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-12-11T01:56:15Z
62 chroma 24854 1961 Rust 268 Open-source search and retrieval database for AI applications. 2025-12-11T03:54:59Z
63 JARVIS 24487 2058 Python 533 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
64 gpt-researcher 24461 3232 Python 128 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
65 BitNet 24451 1911 Python 133 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
66 system_prompts_leaks 24208 3700 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-12-10T21:39:41Z
67 gitleaks 24205 1852 Go 228 Find secrets with Gitleaks 🔑 2025-12-09T15:15:58Z
68 agenticSeek 24048 2638 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 23588 2518 MDX 103 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. 2025-12-10T14:36:25Z
70 llamafile 23459 1245 C 186 Distribute and run LLMs with a single file. 2025-12-10T19:03:33Z
71 goose 23440 2115 Rust 132 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-12-11T02:38:46Z
72 RAG_Techniques 23411 2685 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. 2025-10-30T18:09:00Z
73 ai-engineering-hub 23018 3706 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-12-06T08:02:22Z
74 pandas-ai 22754 2230 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
75 happy-llm 22589 2030 Jupyter Notebook 28 📚 从零开始的大语言模型原理与实践教程 2025-12-04T02:58:26Z
76 llm-cookbook 22573 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
77 llm-action 22191 2597 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
78 Scrapegraph-ai 21967 1914 Python 11 Python scraper based on AI 2025-12-08T16:19:34Z
79 vanna 21876 2082 Python 209 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
80 unilm 21874 2681 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
81 Awesome-Chinese-LLM 21871 2076 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
82 mlc-llm 21723 1880 Python 309 Universal LLM Deployment Engine with ML Compilation 2025-12-09T01:31:28Z
83 sglang 21161 3700 Python 638 SGLang is a fast serving framework for large language models and vision language models. 2025-12-11T03:54:49Z
84 datasets 20971 3030 Python 871 🤗 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
85 crawlee 20770 1118 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. 2025-12-10T23:12:15Z
86 SillyTavern 20768 4386 JavaScript 307 LLM Frontend for Power Users. 2025-12-10T23:19:07Z
87 repomix 20592 945 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. 2025-12-10T15:21:28Z
88 architecture.of.internet-product 20590 4736 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 toon 20586 908 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
90 peft 20250 2127 Python 29 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-12-10T13:53:53Z
91 ai 19998 3451 TypeScript 886 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 2025-12-11T01:04:25Z
92 Qwen 19924 1667 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
93 skyvern 19669 1711 Python 83 Automate browser based workflows with AI 2025-12-11T03:03:12Z
94 MaxKB 19521 2543 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。 2025-12-11T03:28:34Z
95 letta 19462 2056 Python 18 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
96 langfuse 19235 1889 TypeScript 283 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-12-10T22:57:16Z
97 opcode 19087 1474 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
98 Chinese-LLaMA-Alpaca 18964 1875 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
99 suna 18744 3218 TypeScript 156 Kortix – build, manage and train AI Agents. 2025-12-10T20:40:48Z
100 mastra 18740 1341 TypeScript 165 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-12-11T03:04:00Z