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 150135 12807 Go 1730 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-08-13T22:43:33Z
2 transformers 148283 30010 Python 1085 🤗 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. 2025-08-13T23:33:47Z
3 awesome-chatgpt-prompts 132508 17584 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-08-02T07:30:17Z
4 langchain 113469 18596 Jupyter Notebook 209 🦜🔗 Build context-aware reasoning applications 🦜🔗 2025-08-14T03:37:22Z
5 dify 110798 16916 TypeScript 692 Production-ready platform for agentic workflow development. 2025-08-14T02:18:12Z
6 open-webui 106579 14384 JavaScript 195 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-08-14T00:50:34Z
7 llama.cpp 84803 12694 C++ 320 LLM inference in C/C++ 2025-08-13T20:46:24Z
8 gpt4all 76291 8220 C++ 698 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
9 gpt_academic 69104 8364 Python 263 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。 2025-07-31T14:22:25Z
10 browser-use 67544 7807 Python 499 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-08-14T02:21:31Z
11 LLMs-from-scratch 63528 8904 Jupyter Notebook 5 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-08-05T18:42:24Z
12 ragflow 62305 6377 TypeScript 2618 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2025-08-14T01:40:30Z
13 OpenHands 62058 7393 Python 298 🙌 OpenHands: Code Less, Make More 2025-08-14T03:54:19Z
14 llm-course 59422 6431 None 53 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
15 MetaGPT 57845 6953 Python 9 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-06-30T11:45:55Z
16 awesome-llm-apps 57338 6836 Python 4 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-08-13T04:13:50Z
17 LLaMA-Factory 56146 6887 Python 561 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-08-13T15:05:21Z
18 vllm 55153 9358 Python 1799 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-08-14T03:34:42Z
19 crawl4ai 50888 5015 Python 148 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-08-13T12:50:40Z
20 anything-llm 47850 4900 JavaScript 255 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-08-13T18:51:16Z
21 firecrawl 47572 4283 TypeScript 146 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. 2025-08-14T01:44:41Z
22 text-generation-webui 44685 5752 Python 2570 LLM UI with advanced features, easy setup, and multiple backend support. 2025-08-14T01:23:42Z
23 unsloth 43969 3553 Python 710 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-08-13T14:51:57Z
24 llama_index 43681 6281 Python 229 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-08-13T22:55:26Z
25 Pake 41009 7663 Rust 49 🤱🏻 Turn any webpage into a desktop app with Rust. 🤱🏻 利用 Rust 轻松构建轻量级多端桌面应用 2025-08-14T03:54:23Z
26 MoneyPrinterTurbo 39106 5658 Python 179 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 chatgpt-on-wechat 38505 9376 Python 299 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。 2025-08-08T02:47:49Z
28 ray 38458 6703 Python 2697 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-08-14T03:56:09Z
29 quivr 38276 3672 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
30 mem0 38202 3978 Python 372 Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management. 2025-08-13T18:37:38Z
31 ChatTTS 37496 4052 Python 69 A generative speech model for daily dialogue. 2025-07-06T15:11:14Z
32 milvus 36546 3344 Go 566 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-08-14T02:31:44Z
33 chatbox 36213 3478 TypeScript 807 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2025-08-13T08:51:57Z
34 Langchain-Chatchat 35876 5995 TypeScript 109 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 2025-03-25T15:45:51Z
35 LocalAI 34609 2697 Go 399 :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 models architectures. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P inference 2025-08-13T21:08:22Z
36 LLM101n 34203 1854 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
37 cherry-studio 31442 2764 TypeScript 543 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-08-14T02:07:11Z
38 pathway 31000 854 Python 44 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-08-14T03:44:25Z
39 khoj 30713 1768 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. 2025-08-12T05:29:35Z
40 1Panel 30697 2684 Go 622 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-08-14T03:36:07Z
41 Mr.-Ranedeer-AI-Tutor 29623 3380 None 13 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-06-14T06:58:48Z
42 llm-app 29452 843 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. 2025-07-30T12:13:39Z
43 continue 28315 3334 TypeScript 906 ⏩ Ship faster with Continuous AI. Build and run custom agents across your IDE, terminal, and CI 2025-08-14T03:56:10Z
44 llm.c 27367 3152 Cuda 88 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
45 litellm 27341 3800 Python 813 Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] 2025-08-14T02:12:48Z
46 ChatDev 27299 3437 Python 22 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-07-22T15:23:31Z
47 graphrag 27239 2830 Python 112 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-08-14T01:13:23Z
48 storm 27129 2446 Python 57 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2025-06-27T00:18:40Z
49 one-api 26696 5348 JavaScript 871 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. 2025-07-18T18:11:50Z
50 void 26503 1906 TypeScript 248 None 2025-08-07T00:07:32Z
51 semantic-kernel 25790 4137 C# 471 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-08-14T00:33:37Z
52 composio 25615 4381 TypeScript 58 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-08-13T05:14:35Z
53 context7 25526 1293 JavaScript 75 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-08-13T08:51:04Z
54 FastGPT 25475 6546 TypeScript 575 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. 2025-08-13T13:05:01Z
55 Awesome-LLM 24642 2081 None 8 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
56 JARVIS 24271 2043 Python 99 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
57 gin-vue-admin 23348 6795 Go 25 🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台,支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。 2025-08-13T06:18:31Z
58 self-llm 23113 2326 Jupyter Notebook 138 《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 2025-08-13T12:37:53Z
59 gpt-researcher 22977 3033 Python 113 LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations. 2025-08-12T03:19:01Z
60 llamafile 22958 1205 C++ 158 Distribute and run LLMs with a single file. 2025-06-30T19:03:06Z
61 gitleaks 22919 1746 Go 210 Find secrets with Gitleaks 🔑 2025-07-20T16:15:58Z
62 CopilotKit 22426 3030 TypeScript 233 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-08-13T21:44:14Z
63 haystack 21867 2303 Python 113 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. 2025-08-13T16:40:27Z
64 pandas-ai 21757 2109 Python 13 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-08-13T12:59:44Z
65 chroma 21640 1710 Rust 220 Open-source search and retrieval database for AI applications. 2025-08-14T02:49:19Z
66 unilm 21619 2650 Python 633 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
67 mlflow 21590 4754 Python 1484 The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform. 2025-08-14T03:45:45Z
68 mlc-llm 21116 1791 Python 289 Universal LLM Deployment Engine with ML Compilation 2025-08-09T20:51:16Z
69 Scrapegraph-ai 21022 1787 Python 12 Python scraper based on AI 2025-08-13T09:50:52Z
70 Awesome-Chinese-LLM 20921 2000 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
71 agenticSeek 20746 2092 Python 30 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) 2025-07-13T10:52:03Z
72 llm-cookbook 20715 2487 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
73 BitNet 20690 1557 Python 115 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
74 datasets 20501 2898 Python 840 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-08-13T13:13:50Z
75 architecture.of.internet-product 20333 4681 HTML 3 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
76 llm-action 20105 2386 HTML 15 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) 2025-08-03T10:56:34Z
77 RAG_Techniques 19972 2172 Jupyter Notebook 6 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. 2025-08-08T16:41:34Z
78 vanna 19843 1817 Python 195 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-04-10T03:18:09Z
79 LightRAG 19456 2764 Python 101 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-08-13T22:19:15Z
80 peft 19306 1996 Python 33 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-08-12T18:00:07Z
81 Qwen 19036 1575 Python 8 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-08-05T10:12:21Z
82 Chinese-LLaMA-Alpaca 18907 1883 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
83 crawlee 18750 911 TypeScript 157 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. 2025-08-13T17:53:28Z
84 goose 18654 1594 Rust 244 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-08-14T01:06:56Z
85 TradingAgents 18631 3313 Python 102 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-07-08T04:29:43Z
86 repomix 18522 807 TypeScript 100 📦 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. 2025-08-13T14:06:12Z
87 letta 17828 1862 Python 22 Letta (formerly MemGPT) is the stateful agents framework with memory, reasoning, and context management. 2025-08-12T00:20:55Z
88 llama-cookbook 17743 2586 Jupyter Notebook 19 Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services 2025-08-13T20:40:11Z
89 MaxKB 17689 2309 Python 134 🔥 MaxKB is an open-source platform for building enterprise-grade agents. MaxKB 是强大易用的开源企业级智能体平台。 2025-08-14T03:37:56Z
90 Janus 17504 2248 Python 155 Janus-Series: Unified Multimodal Understanding and Generation Models 2025-02-01T07:58:29Z
91 suna 17416 2839 TypeScript 246 Suna - Open Source Generalist AI Agent 2025-08-13T21:19:39Z
92 SillyTavern 17282 3790 JavaScript 299 LLM Frontend for Power Users. 2025-08-13T22:23:15Z
93 DB-GPT 17139 2376 Python 422 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-08-07T02:34:14Z
94 ai-engineering-hub 17133 2872 Jupyter Notebook 26 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-08-11T19:29:06Z
95 SWE-agent 17013 1768 Python 41 SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] 2025-08-13T18:31:37Z
96 DocsGPT 16947 1776 TypeScript 25 DocsGPT is an open-source genAI tool that helps users get reliable answers from knowledge source, while avoiding hallucinations. It enables private and reliable information retrieval, with tooling and agentic system capability built in. 2025-08-13T17:24:35Z
97 sglang 16884 2610 Python 542 SGLang is a fast serving framework for large language models and vision language models. 2025-08-14T03:37:45Z
98 evals 16767 2771 Python 102 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-12-18T22:09:47Z
99 ai 16664 2736 TypeScript 541 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 2025-08-14T03:56:00Z
100 SuperAGI 16630 2049 Python 147 <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably. 2025-01-22T22:14:07Z