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 135548 11258 Go 1460 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, and other large language models. 2025-04-01T02:48:30Z
2 awesome-chatgpt-prompts 122321 16402 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-03-18T23:07:19Z
3 dify 88331 13089 TypeScript 622 Dify is an open-source LLM app development platform. Dify’s intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. 2025-04-01T03:36:05Z
4 open-webui 86543 10668 JavaScript 154 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-04-01T03:32:13Z
5 llama.cpp 77451 11265 C++ 343 LLM inference in C/C++ 2025-03-31T21:09:49Z
6 gpt4all 72958 7956 C++ 669 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-03-19T23:33:36Z
7 gpt_academic 68060 8331 Python 249 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。 2025-03-24T16:13:18Z
8 MetaGPT 53954 6388 Python 55 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-03-31T07:17:13Z
9 OpenHands 51721 5741 Python 223 🙌 OpenHands: Code Less, Make More 2025-04-01T01:26:09Z
10 browser-use 51025 5379 Python 341 Make websites accessible for AI agents 2025-04-01T02:47:31Z
11 llm-course 48761 5214 Jupyter Notebook 48 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-01-22T22:32:51Z
12 ragflow 47309 4386 TypeScript 1656 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2025-04-01T03:06:03Z
13 LLaMA-Factory 45766 5596 Python 423 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-03-31T16:15:16Z
14 LLMs-from-scratch 43384 5984 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-03-31T23:59:48Z
15 vllm 43200 6573 Python 1548 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-03-31T22:27:29Z
16 anything-llm 42023 4054 JavaScript 231 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-04-01T03:30:15Z
17 llama_index 40557 5768 Python 735 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-04-01T00:42:01Z
18 quivr 37632 3634 Python 22 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. 2025-03-31T16:29:26Z
19 Pake 37019 6657 Rust 42 🤱🏻 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 2025-03-25T12:35:16Z
20 Flowise 36786 19177 TypeScript 511 Drag & drop UI to build your customized LLM flow 2025-03-31T02:53:01Z
21 ray 36312 6171 Python 3787 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-04-01T03:10:54Z
22 unsloth 36283 2807 Python 931 Finetune Llama 3.3, DeepSeek-R1, Gemma 3 & Reasoning LLMs 2x faster with 70% less memory! 🦥 2025-03-31T19:51:21Z
23 chatgpt-on-wechat 36037 9039 Python 281 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GPT3.5/GPT-4o/GPT-o1/ DeepSeek/Claude/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Claude/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。 2025-03-30T07:12:29Z
24 ChatTTS 35507 3845 Python 68 A generative speech model for daily dialogue. 2025-03-14T03:34:46Z
25 crawl4ai 35202 3088 Python 82 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-03-31T13:55:12Z
26 Langchain-Chatchat 34466 5824 TypeScript 198 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
27 chatbox 33821 3225 TypeScript 626 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2025-03-20T15:20:56Z
28 milvus 33743 3127 Go 697 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-04-01T03:24:22Z
29 firecrawl 33672 2913 TypeScript 138 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. 2025-03-31T12:27:39Z
30 LLM101n 33017 1805 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
31 LocalAI 31344 2379 Go 418 :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 2025-03-31T22:01:34Z
32 Mr.-Ranedeer-AI-Tutor 29469 3375 None 13 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2024-03-25T13:06:55Z
33 khoj 28345 1568 Python 71 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. 2025-03-31T20:07:27Z
34 mem0 27031 2566 Python 232 The Memory layer for AI Agents 2025-03-31T19:19:00Z
35 ChatDev 26587 3368 Python 24 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2024-12-30T06:37:25Z
36 1Panel 26339 2334 Go 641 🔥 1Panel offers an intuitive web interface for managing websites, files, containers, databases and LLMs within a Linux server. 2025-04-01T03:25:24Z
37 llm.c 26193 3014 Cuda 79 LLM training in simple, raw C/CUDA 2024-10-02T01:25:39Z
38 awesome-llm-apps 26185 2939 Python 5 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-03-31T02:25:46Z
39 MoneyPrinterTurbo 25799 3774 Python 115 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2025-03-23T10:45:27Z
40 continue 25110 2519 TypeScript 707 ⏩ Create, share, and use custom AI code assistants with our open-source IDE extensions and hub of models, rules, prompts, docs, and other building blocks 2025-04-01T03:42:21Z
41 composio 24768 4390 Python 31 Composio equip’s your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-04-01T03:46:49Z
42 one-api 24250 5045 JavaScript 821 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. 2025-02-21T11:30:22Z
43 graphrag 24090 2408 Python 143 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-03-31T22:06:57Z
44 JARVIS 24063 2006 Python 80 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2024-09-26T06:43:22Z
45 semantic-kernel 23776 3647 C# 421 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-04-01T03:02:28Z
46 storm 23664 2071 Python 35 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2025-01-23T07:21:44Z
47 pathway 23634 346 Python 38 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-03-31T10:53:05Z
48 agno 23397 3000 Python 56 A lightweight library for building Multimodal Agents. Use it to give LLMs superpowers like memory, knowledge, tools and reasoning. 2025-03-31T21:02:26Z
49 FastGPT 23253 6010 TypeScript 474 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. 2025-03-31T14:42:29Z
50 llm-app 22894 395 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. 2025-03-28T11:01:45Z
51 gin-vue-admin 22548 6614 Go 21 🚀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。 2025-03-27T14:24:27Z
52 Awesome-LLM 22476 1856 None 5 Awesome-LLM: a curated list of Large Language Model 2025-03-26T02:09:26Z
53 llamafile 22088 1159 C++ 141 Distribute and run LLMs with a single file. 2025-03-24T16:36:01Z
54 cherry-studio 21656 1821 TypeScript 448 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. Support deepseek-r1 2025-04-01T03:05:40Z
55 unilm 21001 2613 Python 616 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-03-04T00:17:39Z
56 gpt-researcher 20643 2670 Python 72 LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations. 2025-03-31T19:11:21Z
57 mlc-llm 20298 1702 Python 232 Universal LLM Deployment Engine with ML Compilation 2025-03-27T21:15:23Z
58 architecture.of.internet-product 20238 4682 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
59 haystack 20104 2115 Python 126 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. 2025-03-31T16:01:00Z
60 litellm 19963 2508 Python 1142 Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] 2025-04-01T02:49:10Z
61 gitleaks 19366 1574 Go 184 Find secrets with Gitleaks 🔑 2025-03-31T13:38:08Z
62 Awesome-Chinese-LLM 19278 1857 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。 2024-09-19T11:06:18Z
63 Scrapegraph-ai 18904 1600 Python 25 Python scraper based on AI 2025-03-27T17:02:41Z
64 Chinese-LLaMA-Alpaca 18775 1892 Python 1 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2024-04-30T04:28:38Z
65 pandas-ai 18739 1752 Python 18 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-03-21T11:25:32Z
66 peft 17964 1805 Python 25 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-03-27T16:52:04Z
67 CopilotKit 17915 2570 TypeScript 107 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-03-31T22:24:56Z
68 Qwen 17695 1458 Python 16 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-03-28T03:15:58Z
69 crawlee 17313 784 TypeScript 142 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. 2025-03-31T14:32:27Z
70 agentic 17227 2199 TypeScript 10 AI agent stdlib that works with any LLM and TypeScript AI SDK. 2025-03-31T05:53:29Z
71 Janus 16979 2219 Python 142 Janus-Series: Unified Multimodal Understanding and Generation Models 2025-02-01T07:58:29Z
72 llama-cookbook 16559 2398 Jupyter Notebook 15 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 2025-03-31T12:41:20Z
73 llm-cookbook 16556 2060 Jupyter Notebook 11 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版 2025-02-25T12:01:58Z
74 SuperAGI 16137 1944 Python 140 <⚡️> 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
75 llm-action 15955 1854 HTML 13 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) 2025-03-02T02:51:31Z
76 DB-GPT 15899 2153 Python 317 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-03-31T12:12:45Z
77 evals 15807 2678 Python 96 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-12-18T22:09:47Z
78 ChatGLM2-6B 15750 1852 Python 429 ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型 2024-06-27T04:05:08Z
79 kubesphere 15747 2192 Go 592 The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️ 2025-03-28T05:55:08Z
80 RagaAI-Catalyst 15728 3808 Python 5 Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view 2025-03-28T06:52:46Z
81 letta 15673 1630 Python 26 Letta (formerly MemGPT) is the stateful agents framework with memory, reasoning, and context management. 2025-03-31T18:22:06Z
82 DocsGPT 15492 1653 TypeScript 33 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. 2025-03-31T21:12:38Z
83 ChuanhuChatGPT 15399 2287 Python 122 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2025-03-13T09:36:38Z
84 MaxKB 15365 2019 Python 143 💬 Ready-to-use & flexible RAG Chatbot, supporting mainstream large language models (LLMs) such as DeepSeek-R1, Llama 3.3, Qwen2, OpenAI and more. 2025-04-01T02:57:43Z
85 SWE-agent 15189 1546 Python 28 SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] 2025-03-26T20:48:18Z
86 web-llm 15116 987 TypeScript 96 High-performance In-browser LLM Inference Engine 2025-01-21T08:18:46Z
87 vanna 14544 1297 Python 146 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-02-08T17:30:27Z
88 Llama-Chinese 14516 1300 Python 196 Llama中文社区,Llama3在线体验和微调模型已开放,实时汇总最新Llama3学习资料,已将所有代码更新适配Llama3,构建最好的中文Llama大模型,完全开源可商用 2024-09-05T13:50:43Z
89 self-llm 14279 1633 Jupyter Notebook 126 《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 2025-03-22T15:19:30Z
90 repomix 13986 598 TypeScript 65 📦 Repomix (formerly Repopack) 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. 2025-03-31T14:59:20Z
91 RAG_Techniques 13782 1426 Jupyter Notebook 1 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. 2025-03-05T22:38:54Z
92 ChatGLM3 13667 1604 Python 28 ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型 2025-01-13T06:55:26Z
93 botpress 13486 1938 TypeScript 8 The open-source hub to build & deploy GPT/LLM Agents ⚡️ 2025-03-31T22:42:17Z
94 RWKV-LM 13448 904 Python 100 RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 “Goose”. So it’s combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding. 2025-03-20T11:58:19Z
95 LightRAG 13287 1883 Python 163 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-04-01T01:06:29Z
96 ml-engineering 13284 808 Python 0 Machine Learning Engineering Open Book 2025-03-30T21:57:52Z
97 ktransformers 13215 908 Python 448 A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations 2025-04-01T02:39:16Z
98 dalai 13081 1403 CSS 293 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
99 ai 13058 2010 TypeScript 375 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 2025-03-31T21:26:20Z
100 SillyTavern 13016 3015 JavaScript 209 LLM Frontend for Power Users. 2025-03-31T13:36:32Z