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。

View on GitHub

Github Ranking

Top 100 Stars in LLM

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 157179 13848 Go 1925 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-12-06T22:57:50Z
2 transformers 153534 31325 Python 1091 🤗 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. 2025-12-06T20:04:32Z
3 awesome-chatgpt-prompts 138618 18374 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-12-02T18:15:17Z
4 langchain 121293 20006 Python 196 🦜🔗 The platform for reliable agents. 2025-12-05T20:41:25Z
5 dify 120725 18767 TypeScript 507 Production-ready platform for agentic workflow development. 2025-12-07T03:37:28Z
6 open-webui 117136 16461 Svelte 179 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-12-06T15:45:34Z
7 llama.cpp 90904 13986 C++ 322 LLM inference in C/C++ 2025-12-07T03:18:22Z
8 awesome-llm-apps 81796 11380 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 80551 12003 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-11-25T02:10:04Z
10 gpt4all 76956 8306 C++ 712 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
11 browser-use 73343 8770 Python 133 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-12-07T01:01:14Z
12 gpt_academic 69768 8404 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 firecrawl 69242 5433 TypeScript 42 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-12-06T10:43:54Z
14 llm-course 69189 7878 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
15 ragflow 68884 7461 Python 2912 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 2025-12-05T13:15:42Z
16 PaddleOCR 65877 9471 Python 210 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. 2025-12-04T11:21:07Z
17 OpenHands 65438 8008 Python 144 🙌 OpenHands: AI-Driven Development 2025-12-06T21:04:03Z
18 vllm 64757 11779 Python 1874 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-12-07T02:53:42Z
19 LLaMA-Factory 63613 7690 Python 805 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-12-06T08:04:51Z
20 MetaGPT 59933 7344 Python 6 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
21 crawl4ai 56856 5733 Python 172 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-12-03T10:36:07Z
22 anything-llm 51902 5562 JavaScript 251 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-12-06T01:54:23Z
23 pathway 50570 1456 Python 37 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-12-06T06:02:35Z
24 MinerU 49973 4149 Python 145 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-12-02T03:22:05Z
25 unsloth 49059 4044 Python 795 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-12-06T08:36:13Z
26 MoneyPrinterTurbo 48150 6762 Python 204 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 47693 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. 2025-10-23T15:24:08Z
28 llama_index 45660 6605 Python 234 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-12-06T04:55:28Z
29 JeecgBoot 44597 15697 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~ 2025-12-05T02:27:36Z
30 mem0 43941 4765 Python 342 Universal memory layer for AI Agents 2025-12-01T19:51:20Z
31 milvus 41485 3690 Go 780 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-12-05T15:41:12Z
32 ray 40182 6978 Python 2824 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-12-07T02:52:52Z
33 chatgpt-on-wechat 39963 9533 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 39891 3185 Go 217 :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 2025-12-06T21:48:53Z
35 jan 39604 2429 TypeScript 187 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-12-06T22:26:13Z
36 context7 38739 1928 TypeScript 98 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-12-06T19:08:48Z
37 quivr 38674 3690 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
38 ChatTTS 38278 4156 Python 62 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
39 Langchain-Chatchat 36729 6075 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 36279 3310 TypeScript 430 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-12-07T03:45:05Z
41 LLM101n 35755 1949 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
42 AgentGPT 35305 9474 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
43 1Panel 32308 2867 Go 327 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-12-07T03:36:22Z
44 litellm 32088 4943 Python 1020 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] 2025-12-07T04:01:11Z
45 khoj 31848 1881 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
46 continue 30173 3864 TypeScript 624 ⏩ 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 2025-12-06T14:44:06Z
47 Mr.-Ranedeer-AI-Tutor 29674 3368 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 graphrag 29582 3119 Python 49 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-12-06T01:20:57Z
49 llm.c 28350 3310 Cuda 89 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 one-api 28331 5550 JavaScript 888 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
51 ChatDev 27833 3501 Python 26 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
52 void 27691 2181 TypeScript 260 None 2025-08-07T00:07:32Z
53 storm 27680 2509 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 26792 4375 C# 495 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-12-04T11:25:17Z
55 FastGPT 26490 6806 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. 2025-12-06T15:15:49Z
56 self-llm 26405 2652 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 26258 4935 Python 142 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
58 composio 26195 4395 TypeScript 14 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-12-05T10:49:41Z
59 Awesome-LLM 25717 2204 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
60 LightRAG 25476 3651 Python 173 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-12-04T18:08:07Z
61 CopilotKit 25276 3364 TypeScript 356 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-12-07T02:50:28Z
62 chroma 24768 1951 Rust 261 Open-source search and retrieval database for AI applications. 2025-12-06T05:48:34Z
63 JARVIS 24480 2056 Python 498 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
64 BitNet 24448 1909 Python 133 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
65 gpt-researcher 24408 3227 Python 126 An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. 2025-12-03T18:37:45Z
66 gitleaks 24154 1849 Go 230 Find secrets with Gitleaks 🔑 2025-11-26T16:26:37Z
67 system_prompts_leaks 24118 3695 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-11-30T00:49:25Z
68 agenticSeek 24018 2630 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 23542 2508 MDX 108 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. 2025-12-05T15:09:54Z
70 llamafile 23455 1242 C 186 Distribute and run LLMs with a single file. 2025-11-24T20:22:33Z
71 RAG_Techniques 23331 2674 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
72 pandas-ai 22735 2224 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
73 goose 22713 2071 Rust 121 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-12-06T21:53:30Z
74 llm-cookbook 22518 2724 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
75 happy-llm 22363 2005 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
76 llm-action 22134 2590 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 21933 1910 Python 10 Python scraper based on AI 2025-12-04T16:10:31Z
78 unilm 21870 2679 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
79 Awesome-Chinese-LLM 21838 2073 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 vanna 21832 2075 Python 207 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
81 mlc-llm 21708 1875 Python 310 Universal LLM Deployment Engine with ML Compilation 2025-11-26T19:19:39Z
82 ai-engineering-hub 21469 3564 Jupyter Notebook 27 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-12-06T08:02:22Z
83 sglang 20992 3629 Python 624 SGLang is a fast serving framework for large language models and vision language models. 2025-12-07T03:57:30Z
84 datasets 20950 3024 Python 871 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-12-05T16:21:05Z
85 crawlee 20743 1115 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. 2025-12-05T12:50:15Z
86 SillyTavern 20646 4364 JavaScript 303 LLM Frontend for Power Users. 2025-12-06T19:48:48Z
87 architecture.of.internet-product 20589 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
88 repomix 20529 940 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. 2025-12-06T14:26:35Z
89 toon 20331 891 TypeScript 7 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2025-12-05T13:15:28Z
90 peft 20219 2123 Python 28 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-12-04T15:22:57Z
91 ai 19886 3428 TypeScript 851 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 2025-12-06T20:07:58Z
92 Qwen 19883 1664 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 19569 1692 Python 133 Automate browser based workflows with AI 2025-12-07T00:37:02Z
94 MaxKB 19480 2539 Python 76 🔥 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。 2025-12-05T14:09:12Z
95 letta 19413 2042 Python 20 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 19062 1862 TypeScript 271 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-12-05T22:23:34Z
97 opcode 19024 1467 TypeScript 244 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 18962 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 18718 3208 TypeScript 160 Kortix – build, manage and train AI Agents. 2025-12-07T01:49:29Z
100 mastra 18666 1327 TypeScript 163 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-12-07T00:44:57Z