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 159054 14106 Go 1915 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2026-01-09T04:04:49Z
2 transformers 154743 31661 Python 1078 🤗 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. 2026-01-08T18:24:34Z
3 dify 125242 19471 Python 427 Production-ready platform for agentic workflow development. 2026-01-09T04:02:10Z
4 langchain 123774 20390 Python 204 🦜🔗 The platform for reliable agents. 2026-01-08T21:28:39Z
5 open-webui 120047 16926 Svelte 151 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-01-08T23:31:28Z
6 llama.cpp 92658 14401 C++ 349 LLM inference in C/C++ 2026-01-09T00:17:36Z
7 awesome-llm-apps 87260 12448 Python 4 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2026-01-07T03:39:42Z
8 LLMs-from-scratch 82589 12410 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2026-01-08T01:14:18Z
9 gpt4all 77021 8317 C++ 714 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 browser-use 75041 8965 Python 145 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2026-01-07T16:51:22Z
11 firecrawl 73833 5700 TypeScript 36 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2026-01-08T23:59:52Z
12 llm-course 72646 8346 None 64 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-12-22T00:08:18Z
13 ragflow 71138 7778 Python 3021 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 2026-01-09T02:19:52Z
14 gpt_academic 69936 8402 Python 272 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
15 PaddleOCR 67685 9621 Python 222 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. 2026-01-05T18:25:45Z
16 vllm 67140 12469 Python 1748 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-01-09T04:04:33Z
17 OpenHands 66383 8219 Python 134 🙌 OpenHands: AI-Driven Development 2026-01-09T03:45:44Z
18 LlamaFactory 65272 7932 Python 840 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-01-08T02:52:51Z
19 MetaGPT 62658 7850 Python 5 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
20 crawl4ai 58292 5925 Python 171 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2026-01-04T13:09:16Z
21 pathway 56546 1542 Python 25 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-01-08T06:45:10Z
22 llm-app 53299 1285 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. 2026-01-07T11:59:38Z
23 anything-llm 53054 5698 JavaScript 254 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2026-01-09T01:25:40Z
24 MinerU 51756 4310 Python 163 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2026-01-09T04:04:34Z
25 unsloth 50490 4170 Python 822 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-01-09T01:29:23Z
26 MoneyPrinterTurbo 48813 6907 Python 207 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2025-12-14T04:02:56Z
27 llama_index 46222 6692 Python 241 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2026-01-08T02:41:40Z
28 mem0 45246 4932 Python 366 Universal memory layer for AI Agents 2026-01-03T15:51:24Z
29 JeecgBoot 44964 15753 Java 17 🔥AI low-code platform empowers enterprises to quickly develop low-code solutions and build AI applications. 助力企业快速实现低代码开发和构建AI应用! 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。 强大代码生成器:实现前后端一键生成,无需手写代码! 显著提升效率节省成本,又不失灵活~ 2026-01-08T08:20:25Z
30 milvus 42128 3755 Go 764 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-01-09T03:11:25Z
31 context7 41298 2022 TypeScript 75 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2026-01-08T18:15:37Z
32 LocalAI 41179 3366 Go 150 :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 2026-01-08T23:44:10Z
33 ray 40680 7085 Python 2848 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2026-01-09T04:04:29Z
34 chatgpt-on-wechat 40513 9626 Python 315 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
35 jan 40004 2476 TypeScript 216 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2026-01-02T05:40:05Z
36 quivr 38779 3702 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 38485 4186 Python 62 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
38 cherry-studio 37461 3458 TypeScript 489 AI Agent + Coding Agent + 300+ assistants: agentic AI desktop with autonomous coding, intelligent automation, and unified access to frontier LLMs. 2026-01-09T03:35:27Z
39 Langchain-Chatchat 37021 6113 Python 21 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 LLM101n 36124 1965 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
41 AgentGPT 35455 9466 TypeScript 133 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
42 litellm 33499 5261 Python 884 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] 2026-01-09T03:37:07Z
43 1Panel 32785 2897 Go 357 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2026-01-09T04:01:53Z
44 khoj 32131 1921 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. 2026-01-06T20:15:01Z
45 continue 30767 4012 TypeScript 684 ⏩ 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 2026-01-09T03:05:02Z
46 graphrag 30219 3185 Python 42 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-01-06T23:39:46Z
47 Mr.-Ranedeer-AI-Tutor 29693 3366 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 one-api 28942 5637 JavaScript 896 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. 2026-01-09T03:26:43Z
49 llm.c 28570 3346 Cuda 90 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 ChatDev 28113 3551 Python 26 ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration 2026-01-08T13:49:43Z
51 void 28014 2241 TypeScript 264 None 2025-08-07T00:07:32Z
52 CopilotKit 27842 3619 TypeScript 409 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic Frontend 🪁 2026-01-09T03:39:27Z
53 storm 27773 2528 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 TradingAgents 27771 5288 Python 148 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
55 self-llm 27275 2726 Jupyter Notebook 149 《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 2026-01-08T06:41:25Z
56 LightRAG 27136 3865 Python 171 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-01-08T18:08:36Z
57 semantic-kernel 27003 4415 C# 470 Integrate cutting-edge LLM technology quickly and easily into your apps 2026-01-07T08:34:50Z
58 FastGPT 26816 6867 TypeScript 608 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. 2026-01-09T02:51:04Z
59 composio 26330 4402 TypeScript 13 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2026-01-09T01:08:52Z
60 Awesome-LLM 25973 2246 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
61 goose 25651 2323 Rust 186 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2026-01-09T03:57:21Z
62 BitNet 25597 2051 Python 142 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
63 ai-engineering-hub 25536 4137 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-01-08T12:50:57Z
64 chroma 25374 1996 Rust 266 Open-source search and retrieval database for AI applications. 2026-01-09T01:08:58Z
65 system_prompts_leaks 24907 3827 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2026-01-07T12:26:22Z
66 gpt-researcher 24776 3279 Python 135 An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. 2025-12-14T08:08:22Z
67 gitleaks 24511 1873 Go 233 Find secrets with Gitleaks 🔑 2026-01-08T20:48:49Z
68 JARVIS 24508 2051 Python 115 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
69 agenticSeek 24353 2685 Python 33 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
70 RAG_Techniques 24064 2795 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
71 happy-llm 23899 2182 Jupyter Notebook 32 📚 从零开始的大语言模型原理与实践教程 2026-01-03T03:28:57Z
72 haystack 23820 2546 MDX 92 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. 2026-01-08T15:48:48Z
73 llamafile 23602 1258 C 186 Distribute and run LLMs with a single file. 2026-01-08T15:46:21Z
74 langgraph 23100 4065 Python 180 Build resilient language agents as graphs. 2026-01-09T00:08:51Z
75 pandas-ai 22974 2252 Python 13 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
76 llm-cookbook 22928 2782 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 22719 2643 HTML 17 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) 2025-12-30T14:38:49Z
78 sglang 22229 3998 Python 655 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-01-09T04:06:31Z
79 vanna 22190 2129 Python 215 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
80 Scrapegraph-ai 22184 1930 Python 4 Python scraper based on AI 2026-01-08T15:11:42Z
81 Awesome-Chinese-LLM 22033 2096 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 unilm 21932 2688 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-12-15T04:49:14Z
83 mlc-llm 21847 1897 Python 314 Universal LLM Deployment Engine with ML Compilation 2025-12-31T21:17:10Z
84 SillyTavern 21808 4535 JavaScript 313 LLM Frontend for Power Users. 2026-01-09T01:48:04Z
85 toon 21616 950 TypeScript 8 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2026-01-08T16:16:36Z
86 repomix 21081 974 TypeScript 120 📦 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. 2026-01-09T00:54:18Z
87 datasets 21062 3064 Python 884 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2026-01-08T16:04:43Z
88 crawlee 20976 1139 TypeScript 136 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. 2026-01-08T20:52:58Z
89 ai 20706 3614 TypeScript 882 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 2026-01-09T02:53:56Z
90 architecture.of.internet-product 20607 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
91 letta 20566 2142 Python 34 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2026-01-03T05:23:06Z
92 langextract 20436 1425 Python 68 A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. 2025-12-29T20:45:34Z
93 peft 20422 2148 Python 24 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2026-01-08T16:54:43Z
94 langfuse 20305 1993 TypeScript 303 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2026-01-08T23:12:57Z
95 Qwen 20106 1684 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
96 skyvern 20054 1759 Python 83 Automate browser based workflows with AI 2026-01-09T03:49:47Z
97 opcode 19824 1528 TypeScript 250 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 MaxKB 19771 2574 Python 62 🔥 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。 2026-01-08T07:55:06Z
99 Hands-On-Large-Language-Models 19718 4669 Jupyter Notebook 20 Official code repo for the O’Reilly Book - “Hands-On Large Language Models” 2025-12-17T07:46:38Z
100 GenAI_Agents 19212 3187 Jupyter Notebook 3 This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems. 2025-10-30T17:58:50Z