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 155146 24500 TypeScript 352 Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack. 2026-09-09T08:04:36Z
2 open-webui 151413 22137 Python 209 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-09-09T03:18:49Z
3 langchain 145988 24385 Python 375 The agent engineering platform. 2026-09-09T02:25:17Z
4 awesome-llm-apps 136749 20105 Python 3 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. 2026-09-08T05:33:57Z
5 graphify 116166 11266 Python 619 Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store. 2026-09-07T19:57:32Z
6 claude-mem 93542 8222 JavaScript 77 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 2026-09-09T06:11:28Z
7 ragflow 90352 10663 Go 1146 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 2026-09-09T07:54:04Z
8 PaddleOCR 89167 11319 Python 162 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. 2026-07-22T11:59:34Z
9 Prompt-Engineering-Guide 78123 8574 MDX 180 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-03-11T20:09:13Z
10 hello-agents 77905 9685 Python 70 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-09-04T09:03:14Z
11 ruflo 71718 8488 TypeScript 657 🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated 2026-09-09T06:23:04Z
12 headroom 70893 5437 Python 308 Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server. 2026-09-09T00:19:10Z
13 anything-llm 65817 7292 JavaScript 290 Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience 2026-09-09T04:11:34Z
14 mem0 64964 7608 Python 301 The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production. 2026-09-09T02:48:44Z
15 pathway 62317 1685 Python 29 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-09-09T05:24:59Z
16 llm-app 58949 1488 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. 2026-07-05T17:59:07Z
17 private-gpt 57500 7613 Python 1 Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server. 2026-09-09T07:32:47Z
18 Flowise 55446 24988 TypeScript 699 Build AI Agents, Visually 2026-08-13T12:38:19Z
19 llama_index 52085 8096 Python 199 LlamaIndex is the leading document agent and OCR platform 2026-09-08T23:38:22Z
20 JeecgBoot 47691 16184 Java 29 【低代码v2.0,一句话即可生成整个系统】企业级AI低代码平台,一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖:AI聊天、知识库、流程编排、MCP插件等,兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式,解决 Java 项目 90% 重复工作,提高效率又不失灵活。 2026-09-08T11:32:09Z
21 GitNexus 47164 5155 TypeScript 274 GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph with a built in Graph RAG Agent. Perfect for code exploration 2026-09-09T07:22:50Z
22 milvus 46029 4238 Go 972 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-09-09T07:33:28Z
23 ai-agent-book 45366 5042 Python 16 《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按章配套代码 2026-09-09T04:22:45Z
24 langgraph 41299 6977 Python 524 Build resilient agents. 2026-09-09T07:22:45Z
25 LightRAG 39509 5557 Python 199 [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation 2026-09-09T07:57:23Z
26 quivr 39498 3728 Python 12 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. 2026-08-31T18:02:45Z
27 DeepTutor 39084 4921 Python 78 DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. 2026-09-08T07:47:34Z
28 Langchain-Chatchat 38626 6268 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
29 ai-engineering-hub 37448 6178 Jupyter Notebook 23 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-08-26T21:04:16Z
30 khoj 37227 2462 Python 103 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. 2026-08-02T01:55:40Z
31 Vane 36686 4072 TypeScript 232 Vane is an AI-powered answering engine. 2026-09-01T14:12:12Z
32 OpenViking 36166 2757 Python 219 Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. 2026-09-09T07:43:56Z
33 graphrag 35904 3778 Python 10 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-09-08T18:54:12Z
34 PageIndex 35588 3135 Python 34 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-09-09T07:32:08Z
35 happy-llm 33627 3192 Jupyter Notebook 55 📚 从零开始构建大模型 2026-08-08T17:18:48Z
36 onyx 31991 4409 Python 126 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-09-09T08:01:57Z
37 Scrapegraph-ai 30754 3085 Python 6 Python scraper based on AI 2026-09-07T13:49:52Z
38 graphiti 30713 3121 Python 280 Build Real-Time Knowledge Graphs for AI Agents 2026-09-08T20:38:41Z
39 FastGPT 29612 7303 TypeScript 148 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. 2026-09-09T06:45:10Z
40 sim 29584 3810 TypeScript 118 Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders. 2026-09-09T06:55:21Z
41 RAG_Techniques 29412 3600 Jupyter Notebook 1 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. 2026-09-04T23:35:08Z
42 book-to-skill 29204 3038 Python 7 Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. 2026-09-06T21:24:33Z
43 opendataloader-pdf 29048 2773 Java 67 PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. 2026-09-09T06:58:29Z
44 haystack 26452 3104 Python 74 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. 2026-09-09T08:03:25Z
45 12-factor-agents 25765 1960 TypeScript 15 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
46 kotaemon 25741 2154 Python 214 An open-source RAG-based tool for chatting with your documents. 2026-07-14T16:53:59Z
47 crawlee 25704 1656 TypeScript 99 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. 2026-09-09T07:36:23Z
48 awesome-n8n-templates 25233 6445 None 2 280+ 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. 2026-09-06T13:37:13Z
49 promptfoo 24959 2287 TypeScript 124 Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. 2026-09-09T07:25:03Z
50 GenAI_Agents 24202 4069 Jupyter Notebook 1 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. 2026-09-08T13:53:34Z
51 vanna 23811 2502 Python 227 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
52 pandas-ai 23791 2342 Python 6 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
53 CV 23608 2630 Jupyter Notebook 22 ✅(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】 2026-06-30T14:36:23Z
54 RAG-Anything 23268 2707 Python 96 “RAG-Anything: All-in-One RAG Framework” 2026-09-02T09:32:55Z
55 MaxKB 22745 3138 Python 16 🔥 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。 2026-09-09T07:44:59Z
56 WeKnora 21902 3165 Go 396 Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. 2026-09-09T06:42:03Z
57 opik 21886 1762 Python 120 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-09-09T07:52:49Z
58 coze-studio 21571 3116 TypeScript 491 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. 2026-07-29T03:18:43Z
59 agents-towards-production 21431 2845 Jupyter Notebook 0 End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. 2026-09-06T12:33:09Z
60 DB-GPT 19914 2918 Python 369 open-source agentic AI data assistant for the next generation of AI + Data products. 2026-09-08T09:23:37Z
61 ai-guide 19708 2210 JavaScript 0 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 / GLM)、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 aiguide,已升级为鱼皮 AI 导航网站 2026-09-02T08:32:57Z
62 eliza 19304 5708 TypeScript 820 Open source agentic operating system 2026-09-08T22:29:11Z
63 llama-cookbook 18560 2760 Jupyter Notebook 21 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 2026-05-19T18:42:31Z
64 DocsGPT 18248 2143 Python 23 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. 2026-09-08T22:17:02Z
65 LangBot 17690 1585 Python 109 Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ 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 / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow 2026-09-09T07:46:26Z
66 llm_wiki 17684 2078 TypeScript 172 LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。 2026-08-25T06:42:02Z
67 WrenAI 17553 1996 Python 245 GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more. 2026-09-09T05:25:19Z
68 Qwen-Agent 17078 1716 Python 424 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
69 turbovec 16696 1440 Rust 16 A vector index built on TurboQuant, written in Rust with Python bindings 2026-08-21T11:42:17Z
70 memvid 16528 1420 Rust 14 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. 2026-07-14T14:39:07Z
71 Memori 16517 3367 Python 15 Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises. 2026-09-03T20:05:01Z
72 RagaAI-Catalyst 16159 3569 Python 16 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
73 SurfSense 16108 1539 Python 125 Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, TikTok, Indeed, Google Search, Maps etc) through one platform, API or MCP server. Join our Discord: https://discord.gg/ejRNvftDp9 2026-09-09T04:46:11Z
74 zvec 15859 992 C++ 30 A lightweight, lightning-fast, in-process vector database 2026-09-09T07:06:04Z
75 ragas 15685 1687 Python 368 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
76 easy-dataset 14892 1532 JavaScript 115 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-05-01T15:03:32Z
77 llmware 14848 2937 Python 71 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-05-17T13:53:37Z
78 awesome-ai-apps 14301 1775 Python 42 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-09-08T08:02:36Z
79 llm-universe 13928 1413 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/ 2026-08-27T03:08:26Z
80 langchain4j 13056 2537 Java 613 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. 2026-09-08T16:51:14Z
81 txtai 12938 890 Python 6 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-09-08T13:52:02Z
82 LEANN 12925 1170 Python 37 [MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. 2026-09-05T09:57:42Z
83 EverOS 12808 913 Python 44 One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows. 2026-09-09T02:59:13Z
84 note-gen 12747 967 TypeScript 104 Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI. 2026-09-09T07:21:14Z
85 claude-context 12507 919 TypeScript 79 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2026-07-14T12:00:38Z
86 garden-skills 12280 1484 CSS 9 ConardLi’s open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. 2026-07-12T14:36:31Z
87 bisheng 11941 1961 Python 113 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. 2026-09-09T07:58:32Z
88 cocoindex 11514 898 Rust 56 Incremental engine for long horizon agents 🌟 Star if you like it! 2026-09-09T02:13:59Z
89 MemOS 11238 1029 TypeScript 35 Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support. 2026-09-08T13:03:48Z
90 all-in-rag 10925 5427 Python 16 🔍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/ 2026-09-04T08:15:30Z
91 voltagent 10571 1124 TypeScript 35 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-08-27T15:42:31Z
92 orama 10547 401 TypeScript 17 🌌 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. 2026-08-04T00:12:46Z
93 aichat 10433 743 Rust 50 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
94 PixelRAG 9907 855 Python 9 https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/ 2026-08-30T02:22:24Z
95 crawlee-python 9496 803 Python 86 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. 2026-09-09T07:10:10Z
96 AgentGuide 9339 909 MDX 0 https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习|数据合成 2026-09-08T11:05:28Z
97 xberg 9281 583 Rust 10 Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server. 2026-09-09T04:20:53Z
98 rag-from-scratch 9276 2194 Jupyter Notebook 24 None 2025-06-26T03:16:10Z
99 deeplake 9232 722 C++ 52 Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training. 2026-05-21T15:28:00Z
100 paper-qa 9176 917 Python 132 High accuracy RAG for answering questions from scientific documents with citations 2026-09-07T22:05:10Z