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 RAG

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 langchain 117713 19376 Python 156 🦜🔗 Build context-aware reasoning applications 2025-10-21T21:08:43Z
2 dify 116982 18060 TypeScript 470 Production-ready platform for agentic workflow development. 2025-10-22T03:49:06Z
3 open-webui 113047 15692 JavaScript 225 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-10-21T22:21:02Z
4 awesome-llm-apps 72545 9404 Python 4 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-10-19T17:51:53Z
5 lobe-chat 67055 13859 TypeScript 889 🤯 Lobe Chat - an open-source, modern design AI chat framework. Supports multiple AI providers (OpenAI / Claude 4 / Gemini / DeepSeek / Ollama / Qwen), Knowledge Base (file upload / RAG ), one click install MCP Marketplace and Artifacts / Thinking. One-click FREE deployment of your private AI Agent application. 2025-10-22T03:49:21Z
6 ragflow 66361 7016 TypeScript 2924 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 2025-10-22T01:30:42Z
7 Prompt-Engineering-Guide 64951 6755 MDX 153 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2025-10-16T15:44:13Z
8 PaddleOCR 60159 9055 Python 165 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. 2025-10-22T00:25:45Z
9 anything-llm 50226 5266 JavaScript 265 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-10-20T22:49:31Z
10 pathway 48936 1429 Python 39 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-10-17T12:07:22Z
11 Flowise 45945 22845 TypeScript 605 Build AI Agents, Visually 2025-10-21T14:07:34Z
12 llm-app 45706 1170 Jupyter Notebook 4 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. 2025-10-03T08:32:04Z
13 llama_index 44839 6466 Python 216 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-10-20T15:36:55Z
14 mem0 41553 4453 Python 287 Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management. 2025-10-21T22:39:35Z
15 chatgpt-on-wechat 39451 9456 Python 307 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。 2025-08-08T02:47:49Z
16 quivr 38530 3680 Python 2 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
17 milvus 38037 3478 Go 694 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-10-22T02:22:04Z
18 mindsdb 36509 5874 Python 55 AI Analytics and Knowledge Engine for RAG over large-scale, heterogeneous data. - The only MCP Server you’ll ever need 2025-10-21T15:43:26Z
19 Langchain-Chatchat 36308 6045 TypeScript 29 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 2025-09-29T06:47:27Z
20 khoj 31370 1846 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. 2025-09-16T09:17:58Z
21 graphrag 28766 3009 Python 89 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-10-22T02:31:55Z
22 FastGPT 26066 6707 TypeScript 610 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. 2025-10-21T05:24:36Z
23 kotaemon 24551 2019 Python 204 An open-source RAG-based tool for chatting with your documents. 2025-07-04T11:31:58Z
24 chroma 24006 1878 Rust 244 Open-source search and retrieval database for AI applications. 2025-10-22T03:28:50Z
25 haystack 23116 2440 Python 111 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. 2025-10-21T16:10:12Z
26 RAG_Techniques 22502 2534 Jupyter Notebook 7 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. 2025-10-08T16:38:05Z
27 pandas-ai 22351 2187 Python 12 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-13T08:25:24Z
28 LightRAG 21997 3288 Python 156 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-10-22T03:13:23Z
29 Scrapegraph-ai 21607 1866 Python 14 Python scraper based on AI 2025-10-04T14:52:26Z
30 vanna 20889 1941 Python 207 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-10-21T18:17:00Z
31 happy-llm 20284 1764 Jupyter Notebook 21 📚 从零开始的大语言模型原理与实践教程 2025-10-17T12:25:38Z
32 crawlee 20192 1051 TypeScript 171 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. 2025-10-22T02:01:14Z
33 graphiti 19276 1797 Python 125 Build Real-Time Knowledge Graphs for AI Agents 2025-10-21T16:06:57Z
34 MaxKB 18712 2433 Python 91 🔥 MaxKB is an open-source platform for building enterprise-grade agents. MaxKB 是强大易用的开源企业级智能体平台。 2025-10-22T03:25:12Z
35 ai-engineering-hub 18708 3159 Jupyter Notebook 30 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-10-19T11:34:04Z
36 coze-studio 18047 2502 TypeScript 349 An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation. 2025-10-22T03:44:37Z
37 llama-cookbook 17964 2631 Jupyter Notebook 18 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 2025-10-17T15:17:32Z
38 mastra 17658 1207 TypeScript 271 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-10-22T02:00:50Z
39 DB-GPT 17495 2442 Python 427 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-10-21T09:22:39Z
40 DocsGPT 17261 1902 Python 31 Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. 2025-10-20T20:08:22Z
41 sim 17159 2243 TypeScript 66 Open-source platform to build and deploy AI agent workflows. 2025-10-22T02:53:38Z
42 eliza 17015 5351 TypeScript 73 Autonomous agents for everyone 2025-10-21T18:16:44Z
43 RagaAI-Catalyst 16031 3710 Python 10 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 2025-09-24T22:07:16Z
44 12-factor-agents 15678 1184 TypeScript 10 What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers? 2025-09-21T14:37:40Z
45 onyx 15560 2098 Python 92 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2025-10-22T03:37:57Z
46 opik 14954 1114 Python 116 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2025-10-22T00:17:54Z
47 llmware 14436 2994 Python 65 Unified framework for building enterprise RAG pipelines with small, specialized models 2025-07-24T19:13:39Z
48 LangBot 13804 1122 Python 132 🤩 Easy-to-use global IM bot platform designed for LLM era / 简单易用的大模型即时通信机器人开发平台 ⚡️ Bots for QQ / QQ频道 / Discord / LINE / WeChat(微信, 企业微信)/ Telegram / 飞书 / 钉钉 / Slack 🧩 Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Claude, Google Gemini, xAI, PPIO, Ollama, 阿里云百炼, SiliconFlow, Qwen, Moonshot, SillyTraven, MCP etc. LLM & Agent & RAG 2025-10-21T08:18:29Z
49 WrenAI 12299 1257 TypeScript 232 ⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-powered business intelligence in seconds. 2025-10-21T07:53:31Z
50 Qwen-Agent 12037 1095 Python 358 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2025-09-26T03:53:35Z
51 txtai 11729 749 Python 9 💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows 2025-10-17T13:18:43Z
52 ragas 11156 1129 Python 373 Supercharge Your LLM Application Evaluations 🚀 2025-10-21T14:30:19Z
53 llm-universe 10470 1098 Jupyter Notebook 3 本项目是一个面向小白开发者的大模型应用开发教程,在线阅读地址:https://datawhalechina.github.io/llm-universe/ 2025-10-02T11:20:39Z
54 memvid 10135 850 Python 39 Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed. 2025-10-12T14:03:06Z
55 SurfSense 9987 781 Python 51 Open Source Alternative to NotebookLM / Perplexity, connected to external sources such as Search Engines, Slack, Linear, Jira, ClickUp, Confluence, Notion, YouTube, GitHub, Discord and more. Join our discord: https://discord.gg/ejRNvftDp9 2025-10-22T02:20:07Z
56 orama 9859 367 TypeScript 9 🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb. 2025-10-21T02:02:30Z
57 bisheng 9767 1597 TypeScript 96 BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more. 2025-10-21T12:59:24Z
58 note-gen 9745 673 TypeScript 95 A cross-platform Markdown AI note-taking software. 2025-10-22T03:26:44Z
59 langchain4j 9349 1719 Java 513 LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes implementing RAG, tool calling (including support for MCP), and agents easy. LangChain4j integrates seamlessly with various enterprise Java frameworks. 2025-10-21T17:18:08Z
60 RAG-Anything 9170 1044 Python 78 “RAG-Anything: All-in-One RAG Framework” 2025-10-20T07:46:31Z
61 claude-flow 9152 1213 JavaScript 245 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks. 2025-10-20T10:15:56Z
62 promptfoo 8780 739 TypeScript 172 Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration. 2025-10-22T01:25:13Z
63 aichat 8378 539 Rust 7 All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more. 2025-10-10T03:07:46Z
64 reor 8328 505 JavaScript 110 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
65 KAG 8002 598 Python 140 KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model. 2025-09-22T06:49:24Z
66 paper-qa 7768 778 Python 126 High accuracy RAG for answering questions from scientific documents with citations 2025-10-22T00:34:46Z
67 cognee 7746 697 Python 16 Memory for AI Agents in 6 lines of code 2025-10-21T22:46:24Z
68 Upsonic 7659 712 Python 52 Agent Framework For Fintech 2025-10-21T19:14:31Z
69 Verba 7394 825 Python 52 Retrieval Augmented Generation (RAG) chatbot powered by Weaviate 2025-07-14T11:24:41Z
70 R2R 7393 605 Python 100 SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. 2025-08-17T17:40:05Z
71 deep-searcher 7066 680 Python 40 Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. 2025-07-10T12:40:41Z
72 crawlee-python 7022 506 Python 72 Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation. 2025-10-21T18:11:11Z
73 awesome-ai-apps 6853 832 Python 16 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2025-10-16T18:03:15Z
74 postgresml 6602 346 Rust 81 Postgres with GPUs for ML/AI apps. 2025-07-01T12:26:02Z
75 WeKnora 6540 746 Go 77 LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm. 2025-10-20T03:19:29Z
76 rags 6516 664 Python 29 Build ChatGPT over your data, all with natural language 2024-04-05T05:36:59Z
77 vespa 6495 668 Java 206 AI + Data, online. https://vespa.ai 2025-10-21T22:32:01Z
78 awesome-LLM-resources 6386 628 None 0 🧑‍🚀 全世界最好的LLM资料总结(语音视频生成、Agent、辅助编程、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world’s best LLM resources. 2025-10-21T05:24:01Z
79 LaVague 6183 571 Python 92 Large Action Model framework to develop AI Web Agents 2025-01-21T13:41:48Z
80 rag-from-scratch 5712 1527 Jupyter Notebook 21 None 2025-06-26T03:16:10Z
81 pyspur 5551 414 TypeScript 26 A visual playground for agentic workflows: Iterate over your agents 10x faster 2025-07-20T19:18:16Z
82 obsidian-copilot 5493 469 TypeScript 218 THE Copilot in Obsidian 2025-10-21T18:50:15Z
83 pgai 5433 282 PLpgSQL 19 A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL 2025-10-21T18:57:10Z
84 TaskingAI 5330 356 Python 27 The open source platform for AI-native application development. 2024-12-02T22:18:38Z
85 superduper 5220 532 Python 26 Superduper: End-to-end framework for building custom AI applications and agents. 2025-09-01T15:20:18Z
86 sparrow 5015 501 Python 0 Structured data extraction and instruction calling with ML, LLM and Vision LLM 2025-10-20T12:18:08Z
87 potpie 4981 474 Python 42 Prompt-To-Agent : Create custom engineering agents for your codebase 2025-10-19T11:46:37Z
88 trafilatura 4815 322 Python 81 Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML 2025-09-12T13:24:16Z
89 genkit 4791 531 TypeScript 556 Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google 2025-10-21T17:55:23Z
90 refly 4748 420 TypeScript 83 The Open-Source Agentic Workspace for Human-AI Collaboration. 2025-10-21T14:34:37Z
91 eko 4680 417 TypeScript 2 Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai 2025-10-21T13:58:33Z
92 LLMForEverybody 4546 444 Jupyter Notebook 2 每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈 2025-10-13T07:02:32Z
93 AutoRAG 4369 348 Python 128 AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation 2025-10-13T05:33:43Z
94 ragapp 4344 485 TypeScript 51 The easiest way to use Agentic RAG in any enterprise 2025-01-22T14:23:25Z
95 LLM-Engineers-Handbook 4305 995 Python 19 The LLM’s practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices 2025-03-08T15:54:34Z
96 airweave 4271 528 Python 12 Airweave lets agents search any app 2025-10-21T20:06:22Z
97 cognita 4259 358 Python 14 RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry 2025-09-01T03:04:49Z
98 ruoyi-ai 4201 1030 Java 30 RuoYi AI 是一个全栈式 AI 开发平台,旨在帮助开发者快速构建和部署个性化的 AI 应用。 2025-10-21T11:28:46Z
99 llm-twin-course 4187 698 Python 4 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴 2025-04-26T14:11:47Z
100 claude-context 4177 367 TypeScript 48 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2025-09-16T13:01:10Z