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 158986 25131 Python 486 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. 2026-10-20T08:24:39Z
2 open-webui 156232 22738 Python 220 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-10-19T14:13:24Z
3 langchain 148116 24859 Python 556 The agent engineering platform. 2026-10-20T08:16:41Z
4 awesome-llm-apps 142359 20933 Python 9 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. 2026-10-18T16:28:46Z
5 graphify 129408 12479 Python 711 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. 2026-10-16T17:57:21Z
6 claude-mem 101862 8962 TypeScript 38 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 2026-10-20T01:28:51Z
7 ragflow 92511 11047 Go 927 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 2026-10-20T08:20:56Z
8 PaddleOCR 91402 11529 Python 168 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. 2026-09-16T03:31:50Z
9 crawl4ai 85891 8935 Python 41 Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf 2026-10-20T02:43:56Z
10 hello-agents 83836 10391 Python 81 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-10-13T22:28:54Z
11 Prompt-Engineering-Guide 79362 8714 MDX 184 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-03-11T20:09:13Z
12 ruflo 77421 9117 TypeScript 668 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated 2026-10-20T08:16:16Z
13 headroom 76433 5933 Python 262 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. 2026-10-20T07:40:32Z
14 mem0 67502 7965 Python 406 The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production. 2026-10-20T01:47:59Z
15 anything-llm 67343 7542 JavaScript 310 Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience 2026-10-20T00:34:27Z
16 pathway 62095 1678 Python 30 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-10-20T06:00:55Z
17 serviette 58786 1513 Python 5 A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway. 2026-10-16T10:31:14Z
18 private-gpt 57597 7614 Python 2 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. 2026-10-19T14:59:49Z
19 Flowise 55512 25069 TypeScript 701 Build AI Agents, Visually 2026-08-13T12:38:19Z
20 ai-agent-book 55057 6295 Python 15 《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 2026-10-08T15:06:27Z
21 llama_index 52577 8384 Python 307 LlamaIndex is the document processing platform for AI 2026-10-20T07:12:17Z
22 JeecgBoot 48254 16219 Java 7 【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。 2026-10-14T01:56:30Z
23 milvus 46442 4308 Go 1029 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-10-20T07:11:51Z
24 langgraph 43557 7435 Python 354 Build resilient agents. 2026-10-20T08:25:28Z
25 DeepTutor 41857 5298 Python 80 DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. 2026-10-19T18:51:54Z
26 OpenViking 40397 3245 Python 342 Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. 2026-10-20T08:23:28Z
27 LightRAG 40232 5710 Python 240 [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation 2026-10-15T18:04:12Z
28 quivr 39604 3734 Go 10 An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules. 2026-10-19T08:21:14Z
29 PageIndex 39331 3420 Python 48 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-10-20T08:22:06Z
30 Langchain-Chatchat 38699 6255 Python 10 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
31 ai-engineering-hub 38379 6314 Jupyter Notebook 23 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-10-12T19:11:08Z
32 khoj 37754 2526 Python 109 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
33 Vane 37459 4172 TypeScript 243 Vane is an AI-powered answering engine. 2026-09-01T14:12:12Z
34 graphrag 36390 3860 Python 24 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-10-19T07:35:00Z
35 book-to-skill 35408 3739 Python 8 Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. 2026-10-18T21:24:32Z
36 WeKnora 34801 4643 Go 396 Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. 2026-10-20T07:30:26Z
37 happy-llm 34461 3253 Jupyter Notebook 55 📚 从零开始构建大模型 2026-08-08T17:18:48Z
38 onyx 32601 4584 Python 175 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-10-20T06:03:46Z
39 graphiti 32065 3295 Python 231 Build Real-Time Knowledge Graphs for AI Agents 2026-10-20T05:55:03Z
40 Scrapegraph-ai 32008 3423 Python 8 Python scraper based on AI 2026-10-06T08:27:54Z
41 RAG_Techniques 29918 3820 Jupyter Notebook 2 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. 2026-10-17T15:16:56Z
42 FastGPT 29874 7340 TypeScript 115 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. 2026-10-20T08:17:30Z
43 sim 29850 3863 TypeScript 128 Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders. 2026-10-20T08:08:16Z
44 opendataloader-pdf 29751 2825 Java 64 PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. 2026-10-20T05:50:55Z
45 12-factor-agents 26797 2008 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 haystack 26785 3307 Python 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. 2026-10-20T08:25:21Z
47 crawlee 26198 1714 TypeScript 101 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. 2026-10-19T15:01:23Z
48 promptfoo 26177 2521 TypeScript 137 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. 2026-10-20T03:54:47Z
49 awesome-n8n-templates 26025 6648 None 5 280+ 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. 2026-09-12T13:00:32Z
50 kotaemon 25818 2165 Python 221 An open-source RAG-based tool for chatting with your documents. 2026-07-14T16:53:59Z
51 GenAI_Agents 24639 4147 Jupyter Notebook 3 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. 2026-10-20T06:55:12Z
52 CV 24070 2663 Jupyter Notebook 23 ✅(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】 2026-09-20T00:41:31Z
53 RAG-Anything 23895 2786 Python 106 “RAG-Anything: All-in-One RAG Framework” 2026-10-12T01:54:00Z
54 pandas-ai 23888 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
55 vanna 23813 2540 Python 227 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
56 MaxKB 23003 3401 Python 19 🔥 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。 2026-10-20T08:18:26Z
57 opik 22760 1880 Python 79 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-10-20T08:23:59Z
58 awesome-ai-engineering 22431 5063 None 37 🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems. 2026-06-17T14:00:26Z
59 coze-studio 21732 3131 TypeScript 500 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
60 agents-towards-production 21731 2881 Jupyter Notebook 0 End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. 2026-10-17T15:17:00Z
61 ai-guide 21401 2507 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 2026-09-28T03:09:27Z
62 llm_wiki 20811 2360 TypeScript 188 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。 2026-09-28T01:43:23Z
63 DB-GPT 20168 2976 Python 382 open-source agentic AI data assistant for the next generation of AI + Data products. 2026-10-20T07:48:13Z
64 eliza 19630 5815 TypeScript 17 Open source agentic operating system 2026-10-20T07:27:16Z
65 llama-cookbook 18568 2758 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 2026-05-19T18:42:31Z
66 DocsGPT 18326 2216 Python 41 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. 2026-10-19T22:09:33Z
67 LangBot 18303 1790 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/ 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, Kimi, openclaw / hermes agent, deerflow 2026-10-20T08:19:10Z
68 WrenAI 17911 2253 Python 192 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. 2026-10-20T02:46:23Z
69 turbovec 17410 1489 Rust 22 A vector index built on TurboQuant, written in Rust with Python bindings 2026-10-07T06:55:09Z
70 Qwen-Agent 17199 1749 Python 434 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
71 Memori 17152 3841 Python 18 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. 2026-10-03T01:33:14Z
72 memvid 16605 1558 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
73 SurfSense 16535 1589 Python 58 Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9 2026-10-19T19:48:54Z
74 awesome-ai-apps 16415 1859 Python 60 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-10-09T17:26:25Z
75 RagaAI-Catalyst 16176 3574 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
76 zvec 16126 1014 C++ 43 A lightweight, lightning-fast, in-process vector database 2026-10-20T08:25:16Z
77 ragas 16086 1906 Python 384 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
78 easy-dataset 15019 1698 JavaScript 118 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-05-01T15:03:32Z
79 llmware 14817 2929 Python 72 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-10-01T16:09:57Z
80 llm-universe 14170 1433 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
81 EverOS 13524 1063 Python 28 One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows. 2026-10-20T07:37:53Z
82 langchain4j 13267 2758 Java 647 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. 2026-10-20T07:30:04Z
83 LEANN 13037 1341 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. 2026-10-17T02:35:31Z
84 txtai 13027 1157 Python 18 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-10-19T16:56:36Z
85 garden-skills 13022 1554 CSS 9 ConardLi’s open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. 2026-10-11T02:28:13Z
86 note-gen 12901 1122 TypeScript 57 Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI. 2026-10-19T10:42:34Z
87 claude-context 12628 942 TypeScript 81 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2026-07-14T12:00:38Z
88 all-in-rag 12329 6320 Python 20 🔍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/ 2026-09-30T21:49:22Z
89 bisheng 12058 1980 Python 12 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. 2026-10-20T08:09:55Z
90 MemOS 11955 1286 TypeScript 59 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. 2026-10-20T07:25:06Z
91 cocoindex 11725 921 Rust 64 Incremental engine for long horizon agents 🌟 Star if you like it! 2026-10-20T05:46:22Z
92 AgentGuide 11062 1036 MDX 2 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 2026-09-15T06:38:22Z
93 voltagent 10843 1403 TypeScript 45 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-10-15T17:38:41Z
94 xerj 10780 665 Rust 71 Local-first search engine and MCP server for AI agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora. 2026-10-20T08:24:33Z
95 orama 10581 407 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. 2026-10-18T16:53:33Z
96 aichat 10506 848 Rust 53 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
97 PixelRAG 10317 910 Python 9 https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/ 2026-10-14T19:41:58Z
98 production-agentic-rag-course 9817 2125 Python 13 None 2026-06-05T07:23:49Z
99 crawlee-python 9607 812 Python 90 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. 2026-10-20T08:25:16Z
100 rag-from-scratch 9513 2248 Jupyter Notebook 26 None 2025-06-26T03:16:10Z