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 awesome-chatgpt-prompts 119280 16085 HTML 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-01-14T08:29:16Z
2 ollama 114576 9133 Go 1207 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 2, and other large language models. 2025-01-30T01:41:52Z
3 llama.cpp 72123 10409 C++ 285 LLM inference in C/C++ 2025-01-29T20:15:46Z
4 gpt4all 71995 7819 C++ 675 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-01-29T23:33:08Z
5 gpt_academic 67145 8244 Python 402 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。 2025-01-29T15:29:44Z
6 open-webui 62716 7543 JavaScript 150 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-01-29T22:59:24Z
7 dify 60467 9007 TypeScript 321 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. 2025-01-29T03:58:01Z
8 MetaGPT 45842 5470 Python 53 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2024-12-18T02:20:32Z
9 OpenHands 44870 4960 Python 285 🙌 OpenHands: Code Less, Make More 2025-01-30T03:14:08Z
10 llm-course 44679 4772 Jupyter Notebook 44 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-01-22T22:32:51Z
11 LLaMA-Factory 38989 4787 Python 265 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-01-29T04:31:30Z
12 LLMs-from-scratch 38712 5083 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-01-29T14:15:31Z
13 llama_index 38411 5496 Python 618 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-01-29T22:15:54Z
14 quivr 37169 3617 Python 50 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. 2025-01-29T15:05:31Z
15 vllm 35442 5378 Python 1178 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-01-30T03:14:36Z
16 Pake 34557 6163 Rust 24 🤱🏻 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 2025-01-25T13:09:54Z
17 Flowise 34423 17874 TypeScript 425 Drag & drop UI to build your customized LLM flow 2025-01-28T23:40:06Z
18 ChatTTS 33991 3682 Python 61 A generative speech model for daily dialogue. 2025-01-25T12:50:37Z
19 Langchain-Chatchat 33116 5694 TypeScript 192 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 2024-11-29T05:06:44Z
20 chatgpt-on-wechat 32890 8543 Python 277 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/ 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。 2025-01-17T09:26:49Z
21 milvus 32067 3011 Go 631 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-01-27T15:06:45Z
22 anything-llm 31312 3138 JavaScript 201 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more. 2025-01-30T02:04:31Z
23 LLM101n 31185 1707 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
24 ragflow 30451 2855 Python 804 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2025-01-28T13:08:34Z
25 LocalAI 29866 2247 Go 392 :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 2025-01-29T23:03:04Z
26 Mr.-Ranedeer-AI-Tutor 29277 3367 None 13 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2024-03-25T13:06:55Z
27 crawl4ai 27868 2202 Python 35 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper 2025-01-29T13:03:46Z
28 chatbox 26324 2578 TypeScript 384 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2025-01-27T23:31:20Z
29 ChatDev 26003 3297 Python 22 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2024-12-30T06:37:25Z
30 khoj 25513 1378 Python 59 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. 2025-01-29T23:06:29Z
31 llm.c 25175 2887 Cuda 78 LLM training in simple, raw C/CUDA 2024-10-02T01:25:39Z
32 mem0 24215 2246 Python 196 The Memory layer for your AI apps 2025-01-28T07:11:45Z
33 JARVIS 23902 1991 Python 79 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2024-09-26T06:43:22Z
34 firecrawl 23073 1857 TypeScript 116 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. 2025-01-30T01:23:51Z
35 semantic-kernel 22865 3450 C# 320 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-01-30T02:06:00Z
36 continue 22164 2054 TypeScript 997 ⏩ Continue is the leading open-source AI code assistant. You can connect any models and any context to build custom autocomplete and chat experiences inside VS Code and JetBrains 2025-01-30T03:24:02Z
37 unsloth 22139 1543 Python 636 Finetune Llama 3.3, Mistral, Phi-4, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory 2025-01-26T22:12:10Z
38 gin-vue-admin 22120 6513 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。 2025-01-17T03:13:35Z
39 graphrag 21975 2179 Python 165 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-01-30T02:28:00Z
40 llamafile 21442 1113 C++ 153 Distribute and run LLMs with a single file. 2025-01-30T00:07:37Z
41 browser-use 21374 2053 Python 168 Make websites accessible for AI agents 2025-01-29T22:01:16Z
42 MoneyPrinterTurbo 21335 3212 Python 101 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2025-01-23T04:13:04Z
43 storm 21234 1864 Python 34 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2025-01-23T07:21:44Z
44 one-api 21060 4582 JavaScript 740 OpenAI 接口管理 & 分发系统,支持 Azure、Anthropic Claude、Google PaLM 2 & Gemini、智谱 ChatGLM、百度文心一言、讯飞星火认知、阿里通义千问、360 智脑以及腾讯混元,可用于二次分发管理 key,仅单可执行文件,已打包好 Docker 镜像,一键部署,开箱即用. OpenAI key management & redistribution system, using a single API for all LLMs, and features an English UI. 2024-12-27T14:01:55Z
45 Awesome-LLM 21048 1721 None 3 Awesome-LLM: a curated list of Large Language Model 2025-01-13T13:58:51Z
46 unilm 20646 2589 Python 605 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-01-07T07:18:36Z
47 architecture.of.internet-product 20175 4676 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
48 FastGPT 19963 5244 TypeScript 337 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. 2025-01-27T13:19:04Z
49 mlc-llm 19783 1637 Python 218 Universal LLM Deployment Engine with ML Compilation 2025-01-24T20:49:18Z
50 haystack 18883 2017 Python 115 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. 2025-01-29T17:46:44Z
51 Chinese-LLaMA-Alpaca 18660 1884 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
52 Awesome-Chinese-LLM 17898 1718 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
53 Scrapegraph-ai 17490 1464 Python 28 Python scraper based on AI 2025-01-29T10:25:53Z
54 peft 17103 1703 Python 27 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-01-29T14:47:46Z
55 agentic 16848 2180 TypeScript 13 AI agent stdlib that works with any LLM and TypeScript AI SDK. 2024-11-21T08:49:54Z
56 litellm 16750 1995 Python 900 Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] 2025-01-30T03:18:27Z
57 crawlee 16640 739 TypeScript 130 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. 2025-01-29T18:33:39Z
58 CopilotKit 16240 2331 TypeScript 84 React UI + elegant infrastructure for AI Copilots, in-app AI agents, AI chatbots, and AI-powered Textareas 🪁 2025-01-30T00:02:18Z
59 llama-cookbook 16075 2305 Jupyter Notebook 33 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 2025-01-29T23:16:21Z
60 gpt-researcher 15954 2187 Python 53 LLM based autonomous agent that conducts local and web research on any topic and generates a comprehensive report with citations. 2025-01-28T08:06:50Z
61 SuperAGI 15780 1892 Python 134 <⚡️> 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
62 ChatGLM2-6B 15764 1856 Python 426 ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型 2024-06-27T04:05:08Z
63 Qwen 15755 1283 Python 9 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2024-12-12T08:30:33Z
64 kubesphere 15467 2174 Go 558 The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️ 2025-01-15T02:22:45Z
65 evals 15410 2647 Python 96 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-12-18T22:09:47Z
66 ChuanhuChatGPT 15355 2291 Python 124 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2024-12-12T15:01:12Z
67 DocsGPT 15272 1633 Python 36 Chatbot for documentation, that allows you to chat with your data. Privately deployable, provides AI knowledge sharing and integrates knowledge into your AI workflow 2025-01-29T15:33:07Z
68 web-llm 14472 934 TypeScript 82 High-performance In-browser LLM Inference Engine 2025-01-21T08:18:46Z
69 DB-GPT 14431 1964 Python 216 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-01-24T16:42:57Z
70 Llama-Chinese 14384 1285 Python 194 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
71 composio 14354 4244 Python 12 Composio equip’s your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-01-28T19:24:10Z
72 SWE-agent 14301 1454 Python 18 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] 2025-01-27T23:44:39Z
73 letta 14237 1526 Python 31 Letta (formerly MemGPT) is a framework for creating LLM services with memory. 2025-01-30T00:21:29Z
74 pandas-ai 14065 1384 Python 36 Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG. 2025-01-29T23:47:13Z
75 awesome-llm-apps 13821 1492 Python 3 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-01-29T02:59:16Z
76 ChatGLM3 13612 1592 Python 26 ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型 2025-01-13T06:55:26Z
77 llm-action 13436 1514 HTML 10 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) 2025-01-15T14:46:50Z
78 llm-cookbook 13283 1664 Jupyter Notebook 6 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版 2024-09-15T03:16:45Z
79 pathway 13221 299 Python 36 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-01-29T13:52:28Z
80 botpress 13129 1853 TypeScript 8 The open-source hub to build & deploy GPT/LLM Agents ⚡️ 2025-01-30T02:11:43Z
81 dalai 13096 1414 CSS 293 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
82 RWKV-LM 13059 886 Python 94 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. 2025-01-26T09:24:46Z
83 MaxKB 12902 1692 Python 100 💬 Ready-to-use, flexible RAG Chatbot. 基于大模型和 RAG 的知识库问答系统。 2025-01-26T09:29:06Z
84 vanna 12859 1084 Python 131 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2024-11-21T15:10:42Z
85 BitNet 12665 882 C++ 54 Official inference framework for 1-bit LLMs 2024-12-20T08:22:10Z
86 ml-engineering 12566 769 Python 0 Machine Learning Engineering Open Book 2025-01-28T00:47:41Z
87 PaddleNLP 12313 2981 Python 379 👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc. 2025-01-29T07:16:18Z
88 llm-app 12307 330 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. 2025-01-28T12:18:12Z
89 Self-Hosting-Guide 12045 636 Dockerfile 12 Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking. 2024-08-20T19:18:46Z
90 screenpipe 11896 784 TypeScript 126 library & platform to build, distribute, monetize ai apps that have the full context (like rewind, granola, etc.), open source, 100% local, developer friendly. 24/7 screen, mic, keyboard recording and control 2025-01-30T03:00:42Z
91 skyvern 11822 833 Python 43 Automate browser-based workflows with LLMs and Computer Vision 2025-01-29T20:57:02Z
92 self-llm 11794 1340 Jupyter Notebook 97 《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 2025-01-25T03:24:51Z
93 gorilla 11717 1038 Python 103 Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls) 2025-01-29T00:48:37Z
94 h2ogpt 11614 1277 Python 280 Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/ 2025-01-16T08:37:25Z
95 RAG_Techniques 11575 1171 Jupyter Notebook 0 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. 2025-01-29T21:17:35Z
96 open-llms 11561 786 None 4 📋 A list of open LLMs available for commercial use. 2025-01-16T03:22:24Z
97 Janus 11420 1352 Python 61 Janus-Series: Unified Multimodal Understanding and Generation Models 2025-01-28T08:32:38Z
98 ai 11413 1737 TypeScript 269 Build AI-powered applications with React, Svelte, Vue, and Solid 2025-01-30T03:23:15Z
99 LightRAG 11377 1574 Python 200 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-01-29T13:05:28Z
100 litgpt 11311 1132 Python 245 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale. 2025-01-27T21:14:52Z