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 156843 13796 Go 1910 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-11-30T04:46:12Z
2 transformers 153202 31278 Python 1083 🤗 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. 2025-11-29T11:20:05Z
3 awesome-chatgpt-prompts 137950 18321 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-11-29T13:51:36Z
4 langchain 120817 19924 Python 186 🦜🔗 The platform for reliable agents. 2025-11-28T08:55:39Z
5 dify 120187 18662 TypeScript 485 Production-ready platform for agentic workflow development. 2025-12-01T02:07:19Z
6 open-webui 116666 16386 Svelte 176 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-12-01T02:22:01Z
7 llama.cpp 90635 13888 C++ 308 LLM inference in C/C++ 2025-11-30T23:14:22Z
8 awesome-llm-apps 81085 11203 Python 1 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-11-28T05:58:04Z
9 LLMs-from-scratch 80188 11947 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-11-25T02:10:04Z
10 gpt4all 76931 8303 C++ 713 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
11 browser-use 73120 8726 Python 126 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-11-30T19:51:43Z
12 gpt_academic 69745 8400 Python 270 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 firecrawl 68849 5392 TypeScript 44 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-11-30T20:35:49Z
14 llm-course 68668 7802 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
15 ragflow 68575 7404 Python 2877 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 2025-12-01T03:26:34Z
16 PaddleOCR 65419 9437 Python 241 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. 2025-11-28T11:05:58Z
17 OpenHands 65321 7981 Python 136 🙌 OpenHands: Code Less, Make More 2025-12-01T03:07:32Z
18 vllm 64292 11657 Python 1905 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-12-01T00:05:33Z
19 LLaMA-Factory 63323 7654 Python 793 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-11-30T01:37:09Z
20 MetaGPT 59752 7316 Python 6 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
21 crawl4ai 56587 5685 Python 164 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-11-28T13:21:04Z
22 anything-llm 51697 5520 JavaScript 258 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-11-27T01:36:35Z
23 pathway 50535 1460 Python 37 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-11-30T06:02:36Z
24 MinerU 49634 4123 Python 136 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-12-01T02:43:25Z
25 unsloth 48828 4028 Python 788 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-12-01T01:00:31Z
26 MoneyPrinterTurbo 48020 6743 Python 206 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 47672 1223 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. 2025-10-23T15:24:08Z
28 llama_index 45546 6579 Python 233 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-11-28T15:23:02Z
29 JeecgBoot 44515 15686 Java 31 🔥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~ 2025-11-28T07:59:18Z
30 mem0 43722 4737 Python 347 Universal memory layer for AI Agents 2025-11-27T18:12:14Z
31 milvus 40996 3659 Go 764 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-12-01T03:57:09Z
32 ray 40080 6957 Python 2882 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-12-01T03:49:28Z
33 chatgpt-on-wechat 39877 9519 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 jan 39547 2420 TypeScript 178 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-12-01T04:09:32Z
35 LocalAI 39494 3133 Go 224 :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 2025-11-30T22:05:24Z
36 quivr 38658 3692 Python 3 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 context7 38266 1894 TypeScript 92 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-11-30T21:19:05Z
38 ChatTTS 38238 4155 Python 60 A generative speech model for daily dialogue. 2025-11-27T09:34:14Z
39 Langchain-Chatchat 36688 6074 Python 18 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 35986 3286 TypeScript 401 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-12-01T02:54:53Z
41 LLM101n 35718 1945 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
42 1Panel 32190 2855 Go 333 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-12-01T02:18:13Z
43 litellm 31834 4868 Python 1041 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] 2025-12-01T03:07:50Z
44 khoj 31772 1877 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. 2025-11-30T01:33:28Z
45 continue 30071 3842 TypeScript 636 ⏩ 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 2025-12-01T02:05:28Z
46 Mr.-Ranedeer-AI-Tutor 29674 3368 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
47 graphrag 29465 3102 Python 47 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-11-24T18:05:49Z
48 llm.c 28294 3305 Cuda 89 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
49 one-api 28234 5541 JavaScript 887 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 ChatDev 27786 3492 Python 26 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
51 storm 27656 2507 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
52 void 27647 2166 TypeScript 259 None 2025-08-07T00:07:32Z
53 semantic-kernel 26762 4371 C# 501 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-11-30T07:30:53Z
54 FastGPT 26392 6792 TypeScript 647 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. 2025-11-30T08:45:42Z
55 self-llm 26265 2643 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 2025-11-23T06:27:00Z
56 composio 26198 4398 TypeScript 14 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-11-30T09:11:50Z
57 TradingAgents 25789 4828 Python 141 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
58 Awesome-LLM 25682 2197 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
59 CopilotKit 25168 3354 TypeScript 346 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-12-01T04:05:02Z
60 LightRAG 24896 3591 Python 167 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-11-29T16:17:29Z
61 chroma 24661 1942 Rust 261 Open-source search and retrieval database for AI applications. 2025-11-30T16:52:17Z
62 JARVIS 24471 2055 Python 432 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
63 BitNet 24440 1900 Python 131 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
64 gpt-researcher 24333 3215 Python 126 An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. 2025-11-15T10:38:45Z
65 gitleaks 24081 1839 Go 226 Find secrets with Gitleaks 🔑 2025-11-26T16:26:37Z
66 system_prompts_leaks 23960 3664 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-11-30T00:49:25Z
67 agenticSeek 23951 2617 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) 2025-11-15T13:56:20Z
68 haystack 23498 2497 MDX 109 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. 2025-11-28T23:11:40Z
69 llamafile 23438 1243 C 186 Distribute and run LLMs with a single file. 2025-11-24T20:22:33Z
70 RAG_Techniques 23241 2658 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
71 pandas-ai 22697 2222 Python 9 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
72 goose 22552 2054 Rust 109 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-12-01T04:03:44Z
73 llm-cookbook 22440 2714 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
74 happy-llm 22047 1974 Jupyter Notebook 29 📚 从零开始的大语言模型原理与实践教程 2025-11-18T02:48:07Z
75 llm-action 22040 2584 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) 2025-11-30T14:21:55Z
76 Scrapegraph-ai 21912 1908 Python 12 Python scraper based on AI 2025-11-30T22:52:22Z
77 unilm 21857 2678 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
78 Awesome-Chinese-LLM 21798 2069 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
79 vanna 21761 2057 Python 202 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
80 mlc-llm 21676 1867 Python 308 Universal LLM Deployment Engine with ML Compilation 2025-11-26T19:19:39Z
81 ai-engineering-hub 21163 3521 Jupyter Notebook 27 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-11-27T12:03:07Z
82 datasets 20923 3024 Python 870 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-11-27T18:00:19Z
83 crawlee 20695 1108 TypeScript 176 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. 2025-11-28T23:18:13Z
84 architecture.of.internet-product 20587 4735 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
85 sglang 20565 3570 Python 589 SGLang is a fast serving framework for large language models and vision language models. 2025-12-01T03:33:18Z
86 repomix 20448 937 TypeScript 118 📦 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. 2025-12-01T01:12:52Z
87 SillyTavern 20441 4324 JavaScript 302 LLM Frontend for Power Users. 2025-11-30T23:56:22Z
88 peft 20167 2117 Python 30 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-11-21T13:19:40Z
89 toon 19969 861 TypeScript 7 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2025-11-30T14:26:19Z
90 Qwen 19843 1662 Python 8 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-11-26T13:48:46Z
91 ai 19723 3387 TypeScript 836 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 2025-11-30T17:13:55Z
92 MaxKB 19416 2527 Python 70 🔥 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。 2025-12-01T03:39:41Z
93 letta 19330 2029 Python 22 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
94 skyvern 19228 1656 Python 133 Automate browser based workflows with AI 2025-12-01T01:34:50Z
95 opcode 18959 1455 TypeScript 243 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
96 Chinese-LLaMA-Alpaca 18958 1876 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
97 langfuse 18821 1833 TypeScript 273 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-11-30T12:44:21Z
98 suna 18680 3199 TypeScript 185 Kortix – build, manage and train AI Agents. Fully Open Source. 2025-12-01T01:27:42Z
99 mastra 18552 1317 TypeScript 217 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-12-01T03:41:50Z
100 deer-flow 18407 2299 Python 187 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. 2025-11-29T08:38:29Z