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 141171 22181 TypeScript 269 Production-ready platform for agentic workflow development. 2026-05-13T06:23:31Z
2 open-webui 136842 19494 Python 143 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-05-13T03:44:13Z
3 langchain 136589 22591 Python 405 The agent engineering platform. 2026-05-13T05:25:22Z
4 awesome-llm-apps 110022 16292 Python 3 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. 2026-05-09T20:59:06Z
5 ragflow 80392 9172 Python 2862 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 2026-05-13T06:10:50Z
6 PaddleOCR 77731 10423 Python 142 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. 2026-05-13T05:48:48Z
7 claude-mem 75305 6469 TypeScript 49 Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More 2026-05-13T03:38:38Z
8 Prompt-Engineering-Guide 74510 8046 MDX 174 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-03-11T20:09:13Z
9 pathway 63297 1657 Python 34 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-05-13T05:26:39Z
10 anything-llm 59961 6482 JavaScript 319 The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration. 2026-05-13T01:04:34Z
11 llm-app 59748 1435 Jupyter Notebook 6 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
12 mem0 55547 6316 Python 113 Universal memory layer for AI Agents 2026-05-12T20:29:47Z
13 Flowise 52779 24330 TypeScript 644 Build AI Agents, Visually 2026-05-12T19:08:47Z
14 ruflo 49888 5551 TypeScript 414 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration 2026-05-12T18:39:23Z
15 llama_index 49374 7399 Python 173 LlamaIndex is the leading document agent and OCR platform 2026-05-11T20:18:56Z
16 hello-agents 48562 5832 Python 62 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-05-11T14:08:22Z
17 graphify 47346 5138 Python 98 AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph. 2026-05-12T13:53:33Z
18 JeecgBoot 46212 15983 Java 11 AI低代码平台,支持「低代码 + 零代码」双模式:零代码 5 分钟搭建业务系统,低代码模式一键生成前后端代码。 内置AI 应用,支持AI聊天、知识库、流程编排、MCP与插件,支持各种模型。Skills能力实现:一句话画流程图、设计表单、生成系统。 引领 AI生成→在线配置→代码生成→手工合并的开发模式,解决Java项目80%的重复工作,快速提高效率,又不失灵活性。 2026-05-13T05:44:21Z
19 milvus 44263 3999 Go 671 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-05-13T06:12:11Z
20 mindsdb 39162 6202 Python 49 AI Data Vault - A query engine for AI Agents to securely query data from any datasource 2026-05-09T01:23:03Z
21 quivr 39149 3747 Python 5 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
22 GitNexus 38046 4351 TypeScript 231 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 2026-05-13T05:43:43Z
23 Langchain-Chatchat 38013 6204 Python 15 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
24 LightRAG 35121 4982 Python 192 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-05-13T02:45:30Z
25 ai-engineering-hub 34953 5803 Jupyter Notebook 19 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-05-05T23:11:24Z
26 khoj 34527 2199 Python 80 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. 2026-03-26T03:35:43Z
27 Vane 34356 3753 TypeScript 205 Vane is an AI-powered answering engine. 2026-04-11T14:33:06Z
28 graphrag 32945 3496 Python 41 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-05-12T18:58:03Z
29 langgraph 31914 5417 Python 290 Build resilient agents. 2026-05-13T05:27:40Z
30 PageIndex 30904 2636 Python 78 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-05-13T05:56:35Z
31 happy-llm 30225 2846 Jupyter Notebook 50 📚 从零开始构建大模型 2026-05-06T16:17:10Z
32 onyx 29340 3968 Python 114 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-05-13T05:29:57Z
33 sim 28484 3592 TypeScript 100 Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. 2026-05-13T06:30:48Z
34 FastGPT 28020 7089 TypeScript 169 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. 2026-05-13T04:18:53Z
35 RAG_Techniques 27292 3284 Jupyter Notebook 4 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. 2026-04-15T15:30:57Z
36 graphiti 26004 2586 Python 230 Build Real-Time Knowledge Graphs for AI Agents 2026-05-11T17:18:52Z
37 kotaemon 25376 2118 Python 209 An open-source RAG-based tool for chatting with your documents. 2026-04-03T11:28:24Z
38 haystack 25209 2783 MDX 92 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. 2026-05-12T20:14:35Z
39 Scrapegraph-ai 25183 2290 Python 1 Python scraper based on AI 2026-05-10T13:56:13Z
40 DeepTutor 23850 3175 Python 25 “DeepTutor: Agent-Native Personalized Learning Assistant” 2026-05-12T11:14:12Z
41 OpenViking 23838 1770 Python 93 OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving. 2026-05-13T06:21:27Z
42 pandas-ai 23533 2314 Python 10 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
43 vanna 23437 2377 Python 227 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
44 crawlee 23243 1363 TypeScript 138 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. 2026-05-12T15:13:44Z
45 awesome-n8n-templates 22119 6003 None 9 280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection. 2026-04-09T17:13:26Z
46 GenAI_Agents 21977 3673 Jupyter Notebook 2 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. 2026-04-15T15:30:29Z
47 promptfoo 21195 1837 TypeScript 73 Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. 2026-05-13T01:14:01Z
48 opendataloader-pdf 21183 1966 Java 28 PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. 2026-05-13T05:08:06Z
49 MaxKB 20954 2821 Python 54 🔥 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。 2026-05-13T05:59:15Z
50 CV 20943 2395 Jupyter Notebook 18 ✅(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】 2026-04-27T00:45:57Z
51 coze-studio 20756 3006 TypeScript 463 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. 2026-04-20T09:20:44Z
52 RAG-Anything 20119 2293 Python 96 “RAG-Anything: All-in-One RAG Framework” 2026-05-11T09:19:29Z
53 12-factor-agents 19775 1497 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
54 opik 19283 1472 Python 87 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-05-13T06:08:32Z
55 DB-GPT 18731 2692 Python 372 open-source agentic AI data assistant for the next generation of AI + Data products. 2026-05-13T03:42:39Z
56 eliza 18357 5530 JavaScript 11 Autonomous agents for everyone 2026-05-13T06:31:12Z
57 llama-cookbook 18330 2727 Jupyter Notebook 19 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 2026-05-12T11:08:24Z
58 DocsGPT 17875 2039 Python 16 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. 2026-05-11T22:05:16Z
59 cognee 17201 1798 Python 34 Memory control plane for AI Agents in 6 lines of code 2026-05-13T00:26:58Z
60 Qwen-Agent 16318 1602 Python 408 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
61 RagaAI-Catalyst 16157 3607 Python 18 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
62 LangBot 16012 1420 Python 110 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 2026-05-13T03:59:32Z
63 memvid 15469 1333 Rust 15 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. 2026-05-06T18:37:48Z
64 WrenAI 15189 1717 Rust 265 The open context layer that gives AI agents grounded, governed SQL across 20+ data sources, that helps you build GenBI, text-to-sql, dashboards, and advanced analytics. 2026-05-13T05:47:10Z
65 llmware 14861 2938 Python 67 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-05-11T22:23:03Z
66 WeKnora 14771 1829 Go 145 Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. 2026-05-13T05:36:52Z
67 Memori 14405 2052 Python 7 Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. 2026-05-12T17:00:49Z
68 easy-dataset 14223 1436 JavaScript 107 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-05-01T15:03:32Z
69 SurfSense 14206 1347 Python 96 An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9 2026-05-11T19:50:25Z
70 ragas 13891 1410 Python 305 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
71 ai-guide 13702 1541 JavaScript 5 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具用法(Cursor / Claude Code / TRAE / Codex / Copilot)、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,已升级为鱼皮 AI 导航网站 2026-04-30T15:25:20Z
72 llm-universe 12981 1336 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
73 txtai 12482 810 Python 8 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-05-12T19:24:31Z
74 awesome-ai-apps 12149 1552 Python 39 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-05-09T06:54:45Z
75 langchain4j 11976 2213 Java 581 LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot. 2026-05-13T02:07:30Z
76 note-gen 11833 893 TypeScript 114 A cross-platform Markdown AI note-taking software. 2026-05-11T05:13:50Z
77 bisheng 11364 1860 TypeScript 104 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. 2026-05-13T03:38:54Z
78 claude-context 10999 821 TypeScript 65 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2026-05-06T02:39:26Z
79 LEANN 10988 962 Python 39 [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. 2026-05-12T00:15:39Z
80 orama 10334 387 TypeScript 19 🌌 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
81 aichat 9975 697 Rust 38 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
82 cocoindex 9686 750 Python 39 Incremental engine for long horizon agents 🌟 Star if you like it! 2026-05-12T15:46:23Z
83 zvec 9618 549 C++ 32 A lightweight, lightning-fast, in-process vector database 2026-05-13T05:18:54Z
84 deeplake 9120 709 C++ 54 Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training. 2026-05-12T14:04:33Z
85 MemOS 9053 810 TypeScript 112 Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings 2026-05-13T04:00:59Z
86 crawlee-python 9035 736 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 Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation. 2026-05-12T13:58:14Z
87 voltagent 8854 893 TypeScript 26 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-05-11T18:05:17Z
88 KAG 8736 675 Python 159 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
89 reor 8562 523 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
90 paper-qa 8481 865 Python 132 High accuracy RAG for answering questions from scientific documents with citations 2026-03-20T17:41:36Z
91 kreuzberg 8295 485 Rust 19 A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ 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. 2026-05-13T05:41:18Z
92 awesome-LLM-resources 8275 852 None 0 🧑‍🚀 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. 2026-05-12T09:06:26Z
93 rag-from-scratch 8243 1995 Jupyter Notebook 24 None 2025-06-26T03:16:10Z
94 Upsonic 7847 733 Python 11 Build autonomous AI agents in Python. 2026-05-05T10:34:51Z
95 deep-searcher 7824 758 Python 40 Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. 2025-11-19T06:04:16Z
96 R2R 7818 626 Python 102 SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. 2025-11-07T01:02:44Z
97 Verba 7694 849 Python 54 Retrieval Augmented Generation (RAG) chatbot powered by Weaviate 2026-05-11T19:31:22Z
98 PraisonAI 7476 1142 Python 66 PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs. 2026-05-13T06:04:04Z
99 all-in-rag 7342 3619 Python 11 🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/ 2026-05-11T06:09:45Z
100 codefather 7337 1273 TypeScript 19 程序员鱼皮的编程宝典 ⭐️ 2026年最全编程学习路线图!包含Java学习路线、前端学习路线、Python学习路线、C++学习路线、算法学习路线、计算机基础学习路线、AI应用开发学习路线、AI Agent开发学习路线等。提供编程入门教程、AI大模型应用开发教程、RAG开发实战、MCP开发教程、Prompt工程指南、LLM应用开发、技术知识分享、学习资源推荐、项目实战教程、热门面试题、求职经验、简历优化、编程自学指南等内容,适用于所有零基础学编程、学习AI开发、转行程序员、计算机专业学生、求职找工作的同学 💎 编程学习,就来编程导航! 2026-04-27T14:27:53Z