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 dify 131497 20482 TypeScript 396 Production-ready platform for agentic workflow development. 2026-03-07T03:27:17Z
2 langchain 128493 21097 Python 246 The agent engineering platform 2026-03-07T00:20:13Z
3 open-webui 126015 17840 Python 180 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-03-07T02:12:39Z
4 awesome-llm-apps 100086 14547 Python 0 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2026-03-02T07:16:17Z
5 ragflow 74299 8274 Python 2992 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 2026-03-06T13:26:51Z
6 PaddleOCR 71711 9906 Python 218 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. 2026-03-06T15:43:32Z
7 Prompt-Engineering-Guide 71209 7588 MDX 167 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-02-26T20:33:36Z
8 pathway 59494 1611 Python 27 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-03-05T06:23:10Z
9 llm-app 56193 1367 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. 2026-01-07T11:59:38Z
10 anything-llm 55786 6032 JavaScript 278 The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configration. 2026-03-06T23:33:37Z
11 Flowise 50461 23888 TypeScript 638 Build AI Agents, Visually 2026-03-07T02:43:31Z
12 mem0 48935 5455 Python 460 Universal memory layer for AI Agents 2026-03-03T22:26:11Z
13 llama_index 47428 6917 Python 217 LlamaIndex is the leading document agent and OCR platform 2026-03-06T11:44:58Z
14 JeecgBoot 45349 15829 Java 35 【AI低代码平台】“低代码+零代码”双模驱动AI智能平台 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~ 2026-03-05T08:59:39Z
15 milvus 43180 3872 Go 841 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-03-07T04:31:35Z
16 quivr 38973 3716 Python 4 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 mindsdb 38647 6119 Python 73 Query Engine for AI Analytics: Build self-reasoning agents across all your live data 2026-03-06T16:26:51Z
18 Langchain-Chatchat 37421 6160 Python 7 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
19 khoj 33227 2047 Python 82 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. 2026-03-06T06:40:21Z
20 claude-mem 33205 2264 TypeScript 43 A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude’s agent-sdk), and injects relevant context back into future sessions. 2026-03-06T02:55:20Z
21 Perplexica 31732 3380 TypeScript 182 Perplexica is an AI-powered answering engine. 2026-02-13T07:14:28Z
22 ai-engineering-hub 31364 5102 Jupyter Notebook 30 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-02-26T19:58:08Z
23 graphrag 31279 3301 Python 30 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-03-06T20:04:18Z
24 LightRAG 29045 4158 Python 162 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-03-07T03:52:41Z
25 FastGPT 27301 6951 TypeScript 153 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. 2026-03-06T11:57:03Z
26 happy-llm 26932 2493 Jupyter Notebook 43 📚 从零开始的大语言模型原理与实践教程 2026-03-05T10:42:38Z
27 sim 26859 3392 TypeScript 96 Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. 2026-03-07T03:55:58Z
28 chroma 26492 2089 Rust 257 Open-source search and retrieval database for AI applications. 2026-03-07T04:07:55Z
29 RAG_Techniques 25802 3032 Jupyter Notebook 10 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. 2026-02-17T20:32:17Z
30 langgraph 25769 4471 Python 197 Build resilient language agents as graphs. 2026-03-07T01:06:49Z
31 hello-agents 25686 2880 Python 25 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-03-06T14:48:47Z
32 kotaemon 25183 2107 Python 207 An open-source RAG-based tool for chatting with your documents. 2026-03-06T06:23:38Z
33 haystack 24419 2636 MDX 97 Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems. 2026-03-06T16:17:04Z
34 graphiti 23371 2306 Python 188 Build Real-Time Knowledge Graphs for AI Agents 2026-03-06T19:44:13Z
35 pandas-ai 23313 2292 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
36 vanna 22885 2222 Python 224 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
37 Scrapegraph-ai 22872 1996 Python 1 Python scraper based on AI 2026-02-24T23:29:35Z
38 crawlee 22070 1235 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. 2026-03-06T18:43:09Z
39 PageIndex 20694 1581 Python 56 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-03-04T02:52:59Z
40 MaxKB 20256 2656 Python 65 🔥 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。 2026-03-06T09:10:15Z
41 coze-studio 20052 2862 TypeScript 441 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. 2026-02-09T09:20:06Z
42 ruflo 19556 2173 TypeScript 425 🌊 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 / Codex Integration 2026-03-06T00:26:03Z
43 12-factor-agents 18564 1413 TypeScript 11 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
44 llama-cookbook 18239 2704 Jupyter Notebook 23 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 2026-03-03T21:32:17Z
45 DB-GPT 18213 2563 Python 393 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2026-03-05T04:53:06Z
46 opik 18072 1380 Python 73 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-03-07T02:02:43Z
47 CV 17869 2058 Jupyter Notebook 16 ✔(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】 2026-02-23T11:37:28Z
48 onyx 17751 2405 Python 100 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-03-07T04:32:50Z
49 DocsGPT 17745 1995 Python 20 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. 2026-03-04T21:41:54Z
50 eliza 17711 5449 TypeScript 107 Autonomous agents for everyone 2026-03-06T04:02:58Z
51 daily_stock_analysis 16591 17119 Python 29 LLM驱动的 A/H/美股智能分析器,多数据源行情 + 实时新闻 + Gemini 决策仪表盘 + 多渠道推送,零成本,纯白嫖,定时运行 2026-03-06T14:21:06Z
52 RagaAI-Catalyst 16099 3633 Python 12 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 2026-02-11T14:43:33Z
53 LangBot 15474 1328 Python 107 Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台. 提供 Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Satori e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, MiniMax, Ollama, SiliconFlow, Moonshot, GLM, clawdbot / openclaw 2026-03-06T13:54:42Z
54 llmware 14857 2964 Python 66 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-02-21T21:21:03Z
55 Qwen-Agent 14723 1401 Python 390 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
56 WrenAI 14552 1565 TypeScript 257 ⚡️ 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. 2026-03-05T08:53:33Z
57 RAG-Anything 14004 1673 Python 104 “RAG-Anything: All-in-One RAG Framework” 2026-03-04T02:10:36Z
58 easy-dataset 13532 1349 JavaScript 115 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-02-25T06:56:03Z
59 memvid 13278 1112 Rust 4 Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory. 2026-03-03T22:03:13Z
60 WeKnora 13259 1536 Go 95 LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm. 2026-03-06T13:08:28Z
61 SurfSense 13113 1168 Python 57 Open source alternative to NotebookLM for teams. Join our Discord: https://discord.gg/ejRNvftDp9 2026-03-06T02:49:32Z
62 cognee 13013 1307 Python 19 Knowledge Engine for AI Agent Memory in 6 lines of code 2026-03-06T17:55:22Z
63 ragas 12837 1277 Python 272 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
64 Memori 12314 1106 Python 12 SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems 2026-03-07T00:20:00Z
65 txtai 12259 786 Python 8 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-03-04T18:39:51Z
66 llm-universe 12089 1260 Jupyter Notebook 9 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/ 2026-02-24T14:33:21Z
67 bisheng 11161 1819 TypeScript 94 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. 2026-03-06T12:07:06Z
68 note-gen 10995 815 TypeScript 143 A cross-platform Markdown AI note-taking software. 2026-03-06T16:21:24Z
69 langchain4j 10974 2003 Java 556 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. 2026-03-06T17:47:54Z
70 promptfoo 10834 961 TypeScript 88 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. 2026-03-07T00:51:17Z
71 DeepTutor 10582 1413 Python 19 “DeepTutor: AI-Powered Personalized Learning Assistant” 2026-03-07T04:33:09Z
72 GitNexus 10473 1291 TypeScript 46 GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfect for code exploration 2026-03-06T09:42:07Z
73 LEANN 10267 892 Python 42 [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. 2026-03-06T19:16:08Z
74 orama 10194 376 TypeScript 18 🌌 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. 2026-02-13T20:10:48Z
75 aichat 9493 626 Rust 31 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. 2026-02-23T11:16:42Z
76 awesome-ai-apps 9158 1145 Python 28 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-03-05T05:27:40Z
77 ai-guide 9116 976 JavaScript 0 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享大模型选择指南(DeepSeek / GPT / Gemini / Claude)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(RAG / MCP / A2A)、AI 编程教程、AI 工具用法(Cursor / Claude Code / OpenClaw / TRAE / Lovable / Agent Skills)、AI 开发框架教程(Spring AI / LangChain)、AI 产品变现指南,帮你快速掌握 AI 技术,走在时代前沿。本项目为开源文档版本,已升级为鱼皮 AI 导航网站 2026-03-06T12:24:49Z
78 zvec 8710 491 C++ 25 A lightweight, lightning-fast, in-process vector database 2026-03-06T19:35:44Z
79 KAG 8594 666 Python 157 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. 2026-01-28T13:30:54Z
80 reor 8533 516 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
81 paper-qa 8250 836 Python 128 High accuracy RAG for answering questions from scientific documents with citations 2026-03-04T07:03:22Z
82 crawlee-python 8176 628 Python 78 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 Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation. 2026-03-06T13:31:55Z
83 Upsonic 7803 722 Python 9 Agent Framework For Fintech and Banks 2026-03-04T19:45:04Z
84 R2R 7717 628 Python 101 SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. 2025-11-07T01:02:44Z
85 deep-searcher 7665 745 Python 40 Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. 2025-11-19T06:04:16Z
86 awesome-LLM-resources 7643 742 None 1 🧑‍🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、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. 2026-03-06T08:51:07Z
87 Verba 7600 836 Python 54 Retrieval Augmented Generation (RAG) chatbot powered by Weaviate 2025-07-14T11:24:41Z
88 rag-from-scratch 7533 1891 Jupyter Notebook 23 None 2025-06-26T03:16:10Z
89 vespa 6813 700 Java 225 AI + Data, online. https://vespa.ai 2026-03-06T20:27:50Z
90 postgresml 6728 357 Rust 82 Postgres with GPUs for ML/AI apps. 2025-07-01T12:26:02Z
91 kreuzberg 6623 311 Rust 6 A polyglot document intelligence framework with a Rust core. Extract text, metadata, and structured information from PDFs, Office documents, images, and 76+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server. 2026-03-06T16:50:05Z
92 rags 6534 662 Python 29 Build ChatGPT over your data, all with natural language 2024-04-05T05:36:59Z
93 voltagent 6476 628 TypeScript 17 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-03-06T18:45:06Z
94 LaVague 6311 575 Python 92 Large Action Model framework to develop AI Web Agents 2025-01-21T13:41:48Z
95 cocoindex 6304 461 Rust 57 Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it! 2026-03-07T03:34:26Z
96 MemOS 6225 569 Python 21 AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for cross-task skill reuse and evolution. 2026-03-06T07:59:38Z
97 airweave 5961 724 Python 40 Open-source context retrieval layer for AI agents 2026-03-07T03:10:06Z
98 pgai 5768 304 PLpgSQL 14 A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL 2026-02-11T16:34:48Z
99 LLMForEverybody 5712 546 Jupyter Notebook 0 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 2026-03-02T05:44:24Z
100 pyspur 5695 425 TypeScript 27 A visual playground for agentic workflows: Iterate over your agents 10x faster 2025-07-20T19:18:16Z