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 152951 24154 TypeScript 290 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. 2026-08-20T03:45:30Z
2 open-webui 149292 21772 Python 200 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-08-20T01:15:01Z
3 langchain 144590 24085 Python 325 The agent engineering platform. 2026-08-19T22:35:36Z
4 awesome-llm-apps 133281 19621 Python 6 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. 2026-08-17T02:42:50Z
5 graphify 108400 10518 Python 481 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. 2026-08-19T13:37:02Z
6 claude-mem 91279 7982 JavaScript 24 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 2026-08-20T01:20:51Z
7 ragflow 88866 10430 Go 1308 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 2026-08-20T03:53:00Z
8 PaddleOCR 87956 11202 Python 161 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 77609 8529 MDX 181 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-03-11T20:09:13Z
10 hello-agents 73833 9170 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 2026-08-18T06:51:35Z
11 ruflo 68386 8210 TypeScript 575 🌊 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 2026-08-20T02:07:23Z
12 headroom 66915 5151 Python 245 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. 2026-08-20T03:46:42Z
13 anything-llm 64941 7158 JavaScript 293 Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience 2026-08-20T00:56:39Z
14 mem0 63636 7444 Python 260 Universal memory layer for AI Agents 2026-08-18T15:51:45Z
15 pathway 62422 1680 Python 29 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-08-19T16:02:17Z
16 llm-app 59014 1470 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 57444 7607 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. 2026-08-19T18:20:01Z
18 Flowise 55383 24933 TypeScript 701 Build AI Agents, Visually 2026-08-13T12:38:19Z
19 llama_index 51749 7970 Python 177 LlamaIndex is the leading document agent and OCR platform 2026-08-19T18:48:01Z
20 JeecgBoot 47417 16151 Java 19 【低代码迈入v2.0时代,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。 2026-08-14T06:09:59Z
21 milvus 45703 4187 Go 952 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-08-20T03:15:20Z
22 GitNexus 45598 5048 TypeScript 266 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 2026-08-19T20:19:05Z
23 langgraph 40054 6744 Python 460 Build resilient agents. 2026-08-20T00:04:10Z
24 ai-agent-book 39743 4378 Python 2 《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 2026-08-20T03:39:44Z
25 quivr 39408 3725 Python 13 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
26 LightRAG 38998 5487 Python 192 [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation 2026-08-20T03:09:27Z
27 Langchain-Chatchat 38554 6262 Python 6 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
28 ai-engineering-hub 37041 6114 Jupyter Notebook 23 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-07-27T18:43:06Z
29 khoj 36575 2392 Python 98 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
30 DeepTutor 36545 4591 Python 73 DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. 2026-08-19T18:17:02Z
31 Vane 36266 4019 TypeScript 230 Vane is an AI-powered answering engine. 2026-04-11T14:33:06Z
32 graphrag 35587 3740 Python 4 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-08-19T15:22:39Z
33 PageIndex 35259 3104 Python 68 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-08-20T03:25:35Z
34 happy-llm 33072 3132 Jupyter Notebook 53 📚 从零开始构建大模型 2026-08-08T17:18:48Z
35 onyx 31679 4367 Python 114 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-08-20T01:34:28Z
36 OpenViking 30388 2351 Python 147 Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. 2026-08-20T03:52:15Z
37 graphiti 30112 3044 Python 281 Build Real-Time Knowledge Graphs for AI Agents 2026-08-18T16:24:04Z
38 Scrapegraph-ai 29751 2947 Python 6 Python scraper based on AI 2026-08-19T14:06:32Z
39 sim 29437 3779 TypeScript 119 Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders. 2026-08-20T03:49:18Z
40 FastGPT 29394 7270 TypeScript 149 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. 2026-08-20T03:27:45Z
41 RAG_Techniques 29125 3546 Jupyter Notebook 8 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. 2026-08-19T19:37:03Z
42 opendataloader-pdf 28581 2727 Java 57 PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. 2026-08-18T15:06:46Z
43 haystack 26259 3028 Python 68 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. 2026-08-19T15:13:03Z
44 kotaemon 25703 2143 Python 214 An open-source RAG-based tool for chatting with your documents. 2026-07-14T16:53:59Z
45 crawlee 25440 1631 TypeScript 103 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. 2026-08-20T00:48:03Z
46 12-factor-agents 25376 1922 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
47 awesome-n8n-templates 24804 6383 None 0 280+ 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. 2026-08-18T18:57:38Z
48 promptfoo 24389 2211 TypeScript 112 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. 2026-08-20T01:51:05Z
49 GenAI_Agents 23879 4014 Jupyter Notebook 2 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. 2026-08-19T19:37:06Z
50 vanna 23825 2483 Python 227 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
51 pandas-ai 23755 2343 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
52 CV 23356 2622 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
53 book-to-skill 23182 2453 Python 7 Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. 2026-08-19T20:59:45Z
54 RAG-Anything 22999 2665 Python 99 “RAG-Anything: All-in-One RAG Framework” 2026-08-13T16:58:25Z
55 MaxKB 22546 3104 Python 14 🔥 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。 2026-08-20T03:53:49Z
56 opik 21492 1712 Python 110 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-08-20T00:49:36Z
57 coze-studio 21476 3120 TypeScript 489 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
58 agents-towards-production 21311 2827 Jupyter Notebook 7 End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. 2026-08-15T00:52:10Z
59 WeKnora 20085 2897 Go 344 Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. 2026-08-20T03:54:03Z
60 DB-GPT 19761 2884 Python 368 open-source agentic AI data assistant for the next generation of AI + Data products. 2026-08-19T11:34:53Z
61 eliza 19098 5677 TypeScript 218 Open source agentic operating system 2026-08-20T03:52:18Z
62 ai-guide 18915 2138 JavaScript 2 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 2026-08-07T14:50:37Z
63 llama-cookbook 18556 2762 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 2026-05-19T18:42:31Z
64 DocsGPT 18221 2126 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. 2026-08-19T23:29:41Z
65 LangBot 17497 1558 Python 114 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 2026-08-17T03:49:28Z
66 WrenAI 17326 1956 Python 257 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. 2026-08-19T03:02:53Z
67 Qwen-Agent 16993 1699 Python 421 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
68 llm_wiki 16574 1958 TypeScript 162 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。 2026-08-18T02:43:14Z
69 memvid 16414 1413 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
70 RagaAI-Catalyst 16148 3565 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
71 Memori 16124 3185 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. 2026-08-19T23:10:08Z
72 SurfSense 15969 1523 Python 117 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 2026-08-19T19:05:01Z
73 turbovec 15671 1372 Rust 17 A vector index built on TurboQuant, written in Rust with Python bindings 2026-08-19T11:31:02Z
74 zvec 15468 976 C++ 26 A lightweight, lightning-fast, in-process vector database 2026-08-20T00:01:06Z
75 ragas 15388 1637 Python 358 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
76 llmware 14849 2949 Python 71 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-05-17T13:53:37Z
77 easy-dataset 14803 1523 JavaScript 113 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-05-01T15:03:32Z
78 llm-universe 13815 1405 Jupyter Notebook 10 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/ 2026-07-28T13:47:59Z
79 awesome-ai-apps 13391 1740 Python 46 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-08-19T05:04:11Z
80 langchain4j 12914 2473 Java 608 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. 2026-08-18T14:17:43Z
81 txtai 12894 876 Python 8 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-08-19T10:44:29Z
82 LEANN 12813 1146 Python 35 [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. 2026-07-31T18:53:24Z
83 note-gen 12663 953 TypeScript 106 Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI. 2026-08-19T11:20:32Z
84 claude-context 12419 914 TypeScript 78 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2026-07-14T12:00:38Z
85 EverOS 12219 897 Python 48 One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows. 2026-08-17T11:51:02Z
86 bisheng 11896 1944 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. 2026-08-20T03:29:01Z
87 cocoindex 11356 887 Rust 54 Incremental engine for long horizon agents 🌟 Star if you like it! 2026-08-18T23:11:51Z
88 MemOS 10818 998 TypeScript 45 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. 2026-08-19T06:52:16Z
89 orama 10522 398 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
90 all-in-rag 10460 5192 Python 15 🔍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/ 2026-07-29T11:43:11Z
91 garden-skills 10437 1362 CSS 8 ConardLi’s open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. 2026-07-12T14:36:31Z
92 voltagent 10384 1095 TypeScript 34 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-08-10T14:24:53Z
93 aichat 10371 733 Rust 49 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 9625 823 Python 9 The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/ 2026-07-31T08:52:00Z
95 crawlee-python 9450 793 Python 93 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. 2026-08-19T10:31:38Z
96 deeplake 9226 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
97 xberg 9175 573 Rust 13 A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured data from 101 formats (115 file extensions) plus code intelligence for 371 code languages. 15 language bindings — Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, TypeScript — plus CLI, REST API, and MCP server. 2026-08-19T14:31:06Z
98 rag-from-scratch 9150 2164 Jupyter Notebook 24 None 2025-06-26T03:16:10Z
99 paper-qa 9059 907 Python 132 High accuracy RAG for answering questions from scientific documents with citations 2026-08-12T15:33:57Z
100 KAG 8993 706 Python 165 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