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 157828 13946 Go 1934 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-12-18T03:06:58Z
2 transformers 153993 31474 Python 1096 🤗 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. 2025-12-17T23:59:36Z
3 langchain 122129 20140 Python 195 🦜🔗 The platform for reliable agents. 2025-12-17T21:52:48Z
4 dify 122037 18977 TypeScript 502 Production-ready platform for agentic workflow development. 2025-12-18T03:37:42Z
5 open-webui 118094 16624 Svelte 184 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-12-16T18:56:29Z
6 llama.cpp 91486 14138 C++ 353 LLM inference in C/C++ 2025-12-18T01:29:13Z
7 awesome-llm-apps 83232 11759 Python 1 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-12-17T23:01:01Z
8 LLMs-from-scratch 81231 12129 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-12-17T22:14:19Z
9 gpt4all 76968 8299 C++ 712 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 browser-use 73869 8835 Python 139 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-12-18T02:10:45Z
11 llm-course 70528 8068 None 62 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
12 ragflow 70001 7597 Python 2920 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 2025-12-18T03:35:02Z
13 firecrawl 69966 5496 TypeScript 35 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-12-17T22:32:55Z
14 gpt_academic 69830 8401 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
15 PaddleOCR 66439 9511 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. 2025-12-16T02:42:47Z
16 OpenHands 65753 8074 Python 142 🙌 OpenHands: AI-Driven Development 2025-12-18T02:45:33Z
17 vllm 65667 12034 Python 1866 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-12-18T03:58:05Z
18 LLaMA-Factory 64126 7773 Python 814 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-12-16T13:50:46Z
19 MetaGPT 60787 7503 Python 6 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
20 crawl4ai 57298 5797 Python 165 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-12-14T01:58:22Z
21 anything-llm 52277 5601 JavaScript 244 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-12-17T17:53:08Z
22 pathway 50654 1458 Python 25 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-12-17T14:35:01Z
23 MinerU 50623 4197 Python 151 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-12-16T11:03:35Z
24 unsloth 49563 4088 Python 806 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-12-17T11:33:37Z
25 MoneyPrinterTurbo 48342 6810 Python 205 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
26 llm-app 47776 1223 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
27 llama_index 45867 6644 Python 237 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-12-17T21:32:04Z
28 JeecgBoot 44742 15722 Java 28 🔥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~ 2025-12-17T10:40:07Z
29 mem0 44395 4825 Python 355 Universal memory layer for AI Agents 2025-12-17T19:26:54Z
30 milvus 41719 3718 Go 793 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-12-18T02:43:16Z
31 ray 40375 7014 Python 2801 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-12-18T03:31:06Z
32 LocalAI 40181 3224 Go 193 :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 2025-12-17T21:30:09Z
33 chatgpt-on-wechat 40160 9566 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
34 jan 39762 2443 TypeScript 194 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-12-18T03:34:48Z
35 context7 39514 1961 TypeScript 84 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-12-17T19:12:54Z
36 quivr 38689 3694 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 38349 4163 Python 64 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
38 Langchain-Chatchat 36812 6087 Python 16 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
39 cherry-studio 36695 3369 TypeScript 461 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-12-18T01:57:27Z
40 LLM101n 35887 1961 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
41 AgentGPT 35363 9468 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
42 litellm 32575 5058 Python 987 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] 2025-12-18T03:27:20Z
43 1Panel 32499 2877 Go 359 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-12-17T14:20:14Z
44 khoj 31958 1896 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. 2025-12-08T04:36:04Z
45 continue 30379 3916 TypeScript 644 ⏩ 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 2025-12-18T02:25:08Z
46 graphrag 29829 3148 Python 45 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-12-17T18:55:29Z
47 Mr.-Ranedeer-AI-Tutor 29680 3367 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 one-api 28533 5568 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 28414 3330 Cuda 89 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 ChatDev 27887 3517 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
51 void 27778 2200 TypeScript 263 None 2025-08-07T00:07:32Z
52 storm 27723 2510 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 27004 3502 TypeScript 370 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic Frontend 🪁 2025-12-18T03:49:03Z
54 semantic-kernel 26874 4393 C# 498 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-12-16T19:22:09Z
55 TradingAgents 26689 5033 Python 142 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
56 self-llm 26671 2669 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 2025-12-18T02:22:58Z
57 FastGPT 26604 6835 TypeScript 653 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. 2025-12-18T03:11:45Z
58 composio 26209 4391 TypeScript 16 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-12-17T18:07:13Z
59 LightRAG 26073 3728 Python 178 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-12-14T18:09:19Z
60 Awesome-LLM 25805 2217 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
61 chroma 24984 1974 Rust 269 Open-source search and retrieval database for AI applications. 2025-12-18T03:44:45Z
62 goose 24649 2193 Rust 146 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-12-18T03:28:41Z
63 gpt-researcher 24523 3242 Python 132 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 JARVIS 24487 2049 Python 81 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
65 BitNet 24462 1914 Python 140 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
66 system_prompts_leaks 24313 3716 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-12-14T10:09:01Z
67 gitleaks 24280 1861 Go 230 Find secrets with Gitleaks 🔑 2025-12-09T15:15:58Z
68 agenticSeek 24097 2646 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 23655 2525 MDX 103 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. 2025-12-17T22:57:58Z
70 RAG_Techniques 23587 2708 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 llamafile 23523 1253 C 186 Distribute and run LLMs with a single file. 2025-12-17T18:38:19Z
72 ai-engineering-hub 23417 3756 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-12-06T08:02:22Z
73 happy-llm 22867 2066 Jupyter Notebook 31 📚 从零开始的大语言模型原理与实践教程 2025-12-04T02:58:26Z
74 pandas-ai 22850 2241 Python 14 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 22662 2746 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 22343 2613 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) 2025-12-03T11:48:02Z
77 Scrapegraph-ai 22011 1919 Python 9 Python scraper based on AI 2025-12-13T00:25:03Z
78 vanna 21952 2095 Python 211 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
79 Awesome-Chinese-LLM 21915 2081 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 unilm 21887 2678 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-12-15T04:49:14Z
81 mlc-llm 21758 1888 Python 309 Universal LLM Deployment Engine with ML Compilation 2025-12-11T09:01:15Z
82 sglang 21618 3792 Python 652 SGLang is a fast serving framework for large language models and vision language models. 2025-12-18T03:43:18Z
83 SillyTavern 21018 4414 JavaScript 310 LLM Frontend for Power Users. 2025-12-17T22:07:06Z
84 datasets 20998 3038 Python 874 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-12-16T14:20:46Z
85 toon 20879 925 TypeScript 7 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2025-12-15T13:26:36Z
86 crawlee 20843 1123 TypeScript 162 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. 2025-12-17T17:20:54Z
87 repomix 20677 947 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. 2025-12-16T14:37:43Z
88 architecture.of.internet-product 20590 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
89 peft 20296 2132 Python 25 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-12-17T17:25:18Z
90 ai 20187 3501 TypeScript 917 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 2025-12-17T22:31:16Z
91 Qwen 19972 1667 Python 3 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-11-26T13:48:46Z
92 skyvern 19799 1725 Python 83 Automate browser based workflows with AI 2025-12-18T03:15:28Z
93 letta 19662 2071 Python 22 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2025-12-18T01:37:57Z
94 MaxKB 19571 2553 Python 68 🔥 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。 2025-12-18T03:22:50Z
95 langfuse 19459 1911 TypeScript 291 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2025-12-17T22:22:17Z
96 opcode 19257 1486 TypeScript 246 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
97 Chinese-LLaMA-Alpaca 18967 1873 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
98 mastra 18871 1351 TypeScript 182 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-12-18T03:20:00Z
99 suna 18817 3236 TypeScript 146 Kortix – build, manage and train AI Agents. 2025-12-18T03:36:58Z
100 deer-flow 18711 2347 Python 186 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. 2025-12-17T15:36:32Z