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 143484 22580 TypeScript 285 Production-ready platform for agentic workflow development. 2026-06-02T08:02:06Z
2 open-webui 139626 20030 Python 148 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-06-02T02:22:06Z
3 langchain 138295 22918 Python 438 The agent engineering platform. 2026-06-02T00:04:01Z
4 awesome-llm-apps 112559 16705 Python 5 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. 2026-06-01T03:30:58Z
5 ragflow 81704 9400 Python 2945 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 2026-06-02T07:58:44Z
6 claude-mem 80146 6899 TypeScript 37 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 2026-05-29T19:19:59Z
7 PaddleOCR 79263 10549 Python 148 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. 2026-06-01T21:43:13Z
8 Prompt-Engineering-Guide 75172 8149 MDX 176 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-03-11T20:09:13Z
9 pathway 63142 1676 Python 34 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-06-02T05:27:58Z
10 anything-llm 60928 6617 JavaScript 300 The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration. 2026-06-02T04:28:00Z
11 llm-app 59483 1430 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 graphify 58088 6073 Python 113 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. 2026-06-01T21:23:43Z
13 ruflo 57389 6548 TypeScript 426 🌊 The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration 2026-06-02T08:00:18Z
14 mem0 57371 6554 Python 127 Universal memory layer for AI Agents 2026-06-01T20:18:36Z
15 hello-agents 55369 6782 Python 72 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-05-26T09:35:14Z
16 Flowise 53263 24459 TypeScript 656 Build AI Agents, Visually 2026-05-30T00:15:51Z
17 llama_index 49847 7500 Python 178 LlamaIndex is the leading document agent and OCR platform 2026-05-29T21:52:59Z
18 JeecgBoot 46571 16031 Java 9 AI 低代码平台「低代码 + 零代码」双驱动!低代码可一键生成前后端代码;零代码可 5 分钟搭建系统;AI Skills 一句话画流程、设计表单、生成整套系统。内置 AI聊天、知识库、流程编排、MCP插件等,兼容主流大模型。引领「AI 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式,消除 Java 项目 80% 的重复工作,提效而不失灵活。 2026-05-23T11:30:11Z
19 milvus 44588 4035 Go 683 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-06-02T07:40:18Z
20 GitNexus 41084 4678 TypeScript 245 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 2026-06-02T08:00:38Z
21 minds-platform 39231 6208 Python 52 Platform dedicated to building an open foundation for applied Artificial Intelligence, designed for people seeking production-ready AI systems they can truly control, extend and deploy anywhere. 2026-05-28T18:58:58Z
22 quivr 39173 3738 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
23 Langchain-Chatchat 38121 6211 Python 11 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 36061 5098 Python 197 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-06-02T07:56:39Z
25 ai-engineering-hub 35468 5883 Jupyter Notebook 19 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-05-21T10:45:44Z
26 Vane 35050 3871 TypeScript 212 Vane is an AI-powered answering engine. 2026-04-11T14:33:06Z
27 khoj 34797 2214 Python 81 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
28 langgraph 33619 5663 Python 319 Build resilient agents. 2026-06-02T03:22:31Z
29 graphrag 33389 3533 Python 38 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-05-28T16:54:47Z
30 PageIndex 32438 2800 Python 87 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-06-02T04:58:00Z
31 happy-llm 30806 2921 Jupyter Notebook 51 📚 从零开始构建大模型 2026-05-06T16:17:10Z
32 onyx 29962 4072 Python 111 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-06-02T05:37:32Z
33 sim 28674 3638 TypeScript 103 Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. 2026-06-02T04:36:29Z
34 FastGPT 28233 7122 TypeScript 175 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. 2026-06-01T10:35:44Z
35 RAG_Techniques 27670 3334 Jupyter Notebook 6 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. 2026-05-31T11:47:40Z
36 graphiti 26884 2681 Python 241 Build Real-Time Knowledge Graphs for AI Agents 2026-05-21T03:32:49Z
37 Scrapegraph-ai 26616 2479 Python 2 Python scraper based on AI 2026-06-01T16:33:41Z
38 haystack 25437 2821 MDX 89 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. 2026-06-02T08:00:09Z
39 kotaemon 25414 2119 Python 209 An open-source RAG-based tool for chatting with your documents. 2026-05-31T05:18:36Z
40 OpenViking 25036 1920 Python 63 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. 2026-06-02T07:36:31Z
41 DeepTutor 24482 3313 Python 29 DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/. 2026-05-29T05:45:35Z
42 crawlee 23620 1413 TypeScript 137 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. 2026-06-02T07:32:27Z
43 pandas-ai 23562 2314 Python 8 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
44 vanna 23549 2411 Python 226 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
45 12-factor-agents 22925 1748 TypeScript 12 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 awesome-n8n-templates 22649 6095 None 8 280+ 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. 2026-06-01T14:52:26Z
47 GenAI_Agents 22316 3737 Jupyter Notebook 3 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. 2026-05-31T11:47:42Z
48 opendataloader-pdf 22212 2089 Java 35 PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. 2026-06-02T08:00:50Z
49 promptfoo 21796 1924 TypeScript 72 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. 2026-06-02T07:55:18Z
50 CV 21520 2465 Jupyter Notebook 20 ✅(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 MaxKB 21117 2851 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。 2026-06-02T07:54:39Z
52 coze-studio 20898 3034 TypeScript 476 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
53 RAG-Anything 20860 2427 Python 97 “RAG-Anything: All-in-One RAG Framework” 2026-06-02T06:42:48Z
54 agents-towards-production 20587 2736 Jupyter Notebook 4 End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. 2026-05-31T11:47:45Z
55 opik 19416 1494 Python 87 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-06-02T07:42:28Z
56 DB-GPT 18891 2722 Python 369 open-source agentic AI data assistant for the next generation of AI + Data products. 2026-05-27T13:09:37Z
57 eliza 18497 5551 TypeScript 9 Open source agentic operating system 2026-06-02T07:52:14Z
58 llama-cookbook 18342 2733 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
59 DocsGPT 17916 2061 Python 21 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. 2026-06-01T10:01:24Z
60 cognee 17635 1862 Python 25 Memory platform for AI Agents in 6 lines of code 2026-06-01T20:41:59Z
61 Qwen-Agent 16447 1622 Python 410 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
62 RagaAI-Catalyst 16174 3606 Python 17 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
63 LangBot 16173 1430 Python 117 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, openclaw / hermes agent 2026-06-02T07:15:41Z
64 WeKnora 15900 2043 Go 177 Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. 2026-06-01T12:54:37Z
65 memvid 15603 1347 Rust 10 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. 2026-05-27T19:31:24Z
66 WrenAI 15400 1745 Python 267 Give AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, that helps you build agentic GenBI, text-to-sql, dashboards, and agentic analytics. 2026-06-01T02:17:31Z
67 Memori 15162 2535 Python 8 Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. 2026-06-01T16:59:11Z
68 ai-guide 15023 1695 JavaScript 6 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 2026-05-25T03:17:13Z
69 llmware 14848 2928 Python 69 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-05-17T13:53:37Z
70 easy-dataset 14384 1461 JavaScript 109 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-05-01T15:03:32Z
71 SurfSense 14377 1369 Python 88 An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9 2026-06-02T03:35:11Z
72 ragas 14196 1453 Python 314 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
73 llm-universe 13168 1348 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
74 txtai 12621 827 Python 9 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-06-01T14:22:24Z
75 awesome-ai-apps 12572 1615 Python 39 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-06-02T05:19:44Z
76 langchain4j 12178 2275 Java 595 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. 2026-06-02T07:38:15Z
77 note-gen 12014 912 TypeScript 123 A cross-platform Markdown AI note-taking software. 2026-05-31T01:04:26Z
78 LEANN 11850 1054 Python 40 [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. 2026-06-02T07:17:58Z
79 claude-context 11675 860 TypeScript 67 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2026-05-22T07:26:05Z
80 bisheng 11422 1870 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. 2026-06-02T07:52:51Z
81 orama 10389 389 TypeScript 20 🌌 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
82 cocoindex 10144 795 Python 46 Incremental engine for long horizon agents 🌟 Star if you like it! 2026-06-01T22:29:51Z
83 llm_wiki 10128 1259 TypeScript 132 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。 2026-05-29T00:43:42Z
84 aichat 10081 700 Rust 40 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
85 zvec 9741 558 C++ 27 A lightweight, lightning-fast, in-process vector database 2026-06-02T07:48:29Z
86 MemOS 9493 859 TypeScript 144 Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings 2026-06-01T13:44:31Z
87 voltagent 9310 965 TypeScript 29 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-05-31T18:06:16Z
88 deeplake 9151 710 C++ 54 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
89 crawlee-python 9134 748 Python 71 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. 2026-06-02T07:16:57Z
90 KAG 8802 682 Python 161 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
91 paper-qa 8612 876 Python 132 High accuracy RAG for answering questions from scientific documents with citations 2026-03-20T17:41:36Z
92 reor 8563 524 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
93 awesome-LLM-resources 8468 885 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. 2026-05-29T08:01:51Z
94 kreuzberg 8427 497 Rust 22 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. 2026-06-02T08:03:47Z
95 rag-from-scratch 8415 2025 Jupyter Notebook 24 None 2025-06-26T03:16:10Z
96 all-in-rag 8165 4032 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/ 2026-05-23T13:37:06Z
97 PraisonAI 8027 1227 Python 76 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. 2026-06-02T06:22:54Z
98 R2R 7870 629 Python 103 SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. 2025-11-07T01:02:44Z
99 Upsonic 7866 731 Python 13 Build autonomous AI agents in Python. 2026-05-20T16:02:37Z
100 deep-searcher 7848 758 Python 41 Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. 2025-11-19T06:04:16Z