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 158587 14041 Go 1948 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-12-30T20:02:30Z
2 transformers 154475 31592 Python 1087 🤗 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. 2025-12-24T15:30:27Z
3 dify 124282 19323 Python 448 Production-ready platform for agentic workflow development. 2025-12-31T16:56:44Z
4 langchain 123131 20305 Python 201 🦜🔗 The platform for reliable agents. 2025-12-31T23:01:42Z
5 open-webui 119401 16810 Svelte 163 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-01-01T02:07:18Z
6 llama.cpp 92282 14324 C++ 347 LLM inference in C/C++ 2026-01-01T03:00:05Z
7 awesome-llm-apps 85788 12214 Python 3 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-12-31T23:01:57Z
8 LLMs-from-scratch 82100 12313 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-12-27T22:30:15Z
9 gpt4all 76992 8311 C++ 714 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 browser-use 74453 8895 Python 146 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-12-26T21:07:45Z
11 firecrawl 72347 5630 TypeScript 35 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-12-31T20:39:52Z
12 llm-course 71950 8262 None 64 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-12-22T00:08:18Z
13 ragflow 70711 7715 Python 2988 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 2025-12-31T13:16:20Z
14 gpt_academic 69900 8400 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 67235 9573 Python 219 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. 2025-12-30T06:23:31Z
16 vllm 66613 12318 Python 1776 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-01-01T01:33:11Z
17 OpenHands 66052 8147 Python 130 🙌 OpenHands: AI-Driven Development 2025-12-31T21:57:35Z
18 LlamaFactory 64716 7851 Python 836 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-01-01T02:18:02Z
19 MetaGPT 62176 7794 Python 6 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
20 crawl4ai 57847 5861 Python 170 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-12-30T03:04:37Z
21 pathway 53194 1500 Python 20 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-12-31T06:04:40Z
22 anything-llm 52757 5659 JavaScript 253 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-12-23T01:37:50Z
23 MinerU 51352 4262 Python 160 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-12-31T08:54:29Z
24 llm-app 50261 1266 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. 2025-12-09T11:21:05Z
25 unsloth 50181 4145 Python 815 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-01-01T04:03:27Z
26 MoneyPrinterTurbo 48648 6866 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. 2025-12-14T04:02:56Z
27 llama_index 46101 6674 Python 237 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-12-30T01:07:03Z
28 JeecgBoot 44880 15736 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~ 2025-12-31T08:43:17Z
29 mem0 44855 4891 Python 363 Universal memory layer for AI Agents 2025-12-29T09:31:18Z
30 milvus 42020 3746 Go 741 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-01-01T00:13:22Z
31 LocalAI 40922 3319 Go 158 :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 2025-12-31T22:04:01Z
32 context7 40597 2006 TypeScript 80 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2026-01-01T01:57:09Z
33 ray 40562 7060 Python 2836 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2026-01-01T00:07:35Z
34 chatgpt-on-wechat 40377 9596 Python 314 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 39915 2464 TypeScript 213 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-12-31T04:48:08Z
36 quivr 38749 3704 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 38439 4176 Python 61 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
38 cherry-studio 37122 3420 TypeScript 482 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2026-01-01T00:17:11Z
39 Langchain-Chatchat 36955 6106 Python 24 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 36036 1962 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
41 AgentGPT 35428 9463 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
42 litellm 33141 5185 Python 957 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] 2026-01-01T03:36:04Z
43 1Panel 32671 2890 Go 350 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-12-31T14:35:40Z
44 khoj 32061 1915 Python 76 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. 2025-12-29T23:02:48Z
45 continue 30593 3970 TypeScript 694 ⏩ 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 2025-12-31T18:16:20Z
46 graphrag 30062 3171 Python 41 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-12-31T00:08:53Z
47 Mr.-Ranedeer-AI-Tutor 29691 3368 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 one-api 28768 5611 JavaScript 893 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
49 llm.c 28514 3342 Cuda 90 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 ChatDev 27984 3530 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
51 void 27903 2225 TypeScript 263 None 2025-08-07T00:07:32Z
52 storm 27763 2523 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
53 CopilotKit 27669 3591 TypeScript 393 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic Frontend 🪁 2025-12-31T20:48:11Z
54 TradingAgents 27315 5188 Python 146 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
55 self-llm 27048 2705 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 2025-12-20T15:32:55Z
56 semantic-kernel 26942 4405 C# 476 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-12-23T00:28:28Z
57 LightRAG 26878 3823 Python 181 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-12-31T15:49:42Z
58 FastGPT 26745 6854 TypeScript 660 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. 2025-12-31T08:39:22Z
59 composio 26245 4391 TypeScript 12 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-12-31T16:28:42Z
60 Awesome-LLM 25912 2235 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
61 goose 25272 2271 Rust 181 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-12-31T23:53:16Z
62 chroma 25245 1987 Rust 270 Open-source search and retrieval database for AI applications. 2025-12-31T18:05:50Z
63 gpt-researcher 24673 3265 Python 133 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
64 system_prompts_leaks 24595 3767 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-12-28T15:23:33Z
65 JARVIS 24504 2049 Python 89 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
66 BitNet 24496 1920 Python 142 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
67 gitleaks 24418 1868 Go 231 Find secrets with Gitleaks 🔑 2025-12-09T15:15:58Z
68 ai-engineering-hub 24279 3885 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-12-24T12:24:56Z
69 agenticSeek 24225 2662 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 23860 2753 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 haystack 23767 2540 MDX 102 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. 2025-12-30T16:45:12Z
72 llamafile 23575 1255 C 186 Distribute and run LLMs with a single file. 2025-12-26T12:26:03Z
73 happy-llm 23452 2141 Jupyter Notebook 31 📚 从零开始的大语言模型原理与实践教程 2025-12-25T08:13:25Z
74 pandas-ai 22930 2247 Python 16 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 llm-cookbook 22841 2775 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
76 llm-action 22589 2637 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) 2025-12-30T14:38:49Z
77 Scrapegraph-ai 22129 1920 Python 7 Python scraper based on AI 2025-12-26T08:52:01Z
78 vanna 22088 2113 Python 213 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
79 sglang 22053 3917 Python 660 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-01-01T04:08:33Z
80 Awesome-Chinese-LLM 21995 2090 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
81 unilm 21919 2684 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-12-15T04:49:14Z
82 mlc-llm 21810 1891 Python 313 Universal LLM Deployment Engine with ML Compilation 2025-12-31T21:17:10Z
83 SillyTavern 21512 4480 JavaScript 303 LLM Frontend for Power Users. 2025-12-31T18:03:04Z
84 toon 21288 938 TypeScript 10 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2025-12-15T13:26:36Z
85 datasets 21037 3054 Python 881 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-12-19T15:06:31Z
86 crawlee 20925 1134 TypeScript 159 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. 2025-12-31T18:54:34Z
87 repomix 20910 961 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. 2025-12-31T15:55:18Z
88 architecture.of.internet-product 20600 4737 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 ai 20494 3572 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 2025-12-31T17:36:50Z
90 letta 20416 2126 Python 31 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2025-12-31T22:59:17Z
91 peft 20378 2144 Python 23 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-12-18T10:52:52Z
92 Qwen 20054 1682 Python 1 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-11-26T13:48:46Z
93 langfuse 20041 1958 TypeScript 300 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-12-31T22:20:52Z
94 skyvern 19973 1750 Python 83 Automate browser based workflows with AI 2025-12-29T08:04:57Z
95 langextract 19942 1390 Python 67 A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. 2025-12-29T20:45:34Z
96 MaxKB 19685 2566 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。 2025-12-31T10:57:44Z
97 opcode 19600 1510 TypeScript 249 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 Hands-On-Large-Language-Models 19237 4588 Jupyter Notebook 28 Official code repo for the O’Reilly Book - “Hands-On Large Language Models” 2025-12-17T07:46:38Z
99 mastra 19060 1371 TypeScript 153 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2026-01-01T03:34:04Z
100 Chinese-LLaMA-Alpaca 18974 1872 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