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 150860 23783 TypeScript 298 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. 2026-07-31T05:57:59Z
2 open-webui 147403 21419 Python 230 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-07-27T23:39:39Z
3 langchain 143061 23821 Python 388 The agent engineering platform. 2026-07-30T22:20:37Z
4 awesome-llm-apps 129155 19054 Python 11 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. 2026-07-31T01:19:04Z
5 graphify 99289 9630 Python 331 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. 2026-07-30T18:15:48Z
6 claude-mem 89103 7752 JavaScript 195 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 2026-07-29T03:01:17Z
7 PaddleOCR 86618 11109 Python 151 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
8 ragflow 86478 10150 Go 1553 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 2026-07-31T06:11:27Z
9 Prompt-Engineering-Guide 77149 8479 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 69722 8685 Python 78 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-07-28T12:42:04Z
11 ruflo 66625 7943 TypeScript 511 🌊 The leading 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 2026-07-31T06:09:59Z
12 anything-llm 64146 7042 JavaScript 292 Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience 2026-07-31T04:38:27Z
13 headroom 63460 4811 Python 284 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. 2026-07-31T06:06:03Z
14 pathway 62580 1675 Python 29 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-07-31T05:30:09Z
15 mem0 62173 7244 Python 228 Universal memory layer for AI Agents 2026-07-30T17:26:00Z
16 llm-app 58936 1439 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. 2026-07-05T17:59:07Z
17 private-gpt 57390 7601 Python 0 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. 2026-07-30T15:48:52Z
18 Flowise 55053 24800 TypeScript 697 Build AI Agents, Visually 2026-07-30T19:11:51Z
19 llama_index 51251 7842 Python 210 LlamaIndex is the leading document agent and OCR platform 2026-07-30T21:23:50Z
20 JeecgBoot 47214 16127 Java 20 【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。 2026-07-30T05:57:37Z
21 milvus 45436 4148 Go 883 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-07-31T04:00:17Z
22 GitNexus 44852 4969 TypeScript 239 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 2026-07-31T06:14:54Z
23 quivr 39372 3726 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
24 langgraph 38545 6494 Python 421 Build resilient agents. 2026-07-31T00:33:50Z
25 Langchain-Chatchat 38486 6256 Python 5 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
26 LightRAG 38374 5398 Python 198 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-07-31T06:14:02Z
27 ai-engineering-hub 36794 6084 Jupyter Notebook 23 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-07-27T18:43:06Z
28 khoj 36130 2330 Python 102 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. 2026-06-24T21:17:20Z
29 Vane 35932 3971 TypeScript 227 Vane is an AI-powered answering engine. 2026-04-11T14:33:06Z
30 graphrag 35107 3694 Python 4 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-07-26T07:09:24Z
31 PageIndex 34928 3061 Python 68 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-07-30T18:38:46Z
32 happy-llm 32512 3090 Jupyter Notebook 52 📚 从零开始构建大模型 2026-05-06T16:17:10Z
33 DeepTutor 31303 4099 Python 45 DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. 2026-07-30T16:26:24Z
34 onyx 31295 4309 Python 99 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-07-31T05:56:30Z
35 graphiti 29395 2974 Python 265 Build Real-Time Knowledge Graphs for AI Agents 2026-07-30T23:41:40Z
36 sim 29242 3746 TypeScript 113 Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. 2026-07-31T05:59:52Z
37 FastGPT 29208 7249 TypeScript 142 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. 2026-07-31T02:53:54Z
38 RAG_Techniques 28883 3527 Jupyter Notebook 8 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. 2026-07-29T10:59:08Z
39 Scrapegraph-ai 28824 2814 Python 6 Python scraper based on AI 2026-07-20T14:22:20Z
40 opendataloader-pdf 28032 2671 Java 57 PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. 2026-07-29T13:22:47Z
41 ai-agent-book 27839 2933 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 2026-07-31T05:09:49Z
42 OpenViking 27681 2173 Python 98 Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. 2026-07-31T06:12:30Z
43 haystack 26070 2967 Python 76 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. 2026-07-31T03:07:15Z
44 kotaemon 25670 2139 Python 214 An open-source RAG-based tool for chatting with your documents. 2026-07-14T16:53:59Z
45 crawlee 25116 1585 TypeScript 118 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. 2026-07-31T04:11:37Z
46 12-factor-agents 24992 1893 TypeScript 13 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 24281 6310 None 1 280+ 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. 2026-07-23T21:04:30Z
48 vanna 23823 2459 Python 227 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
49 promptfoo 23774 2138 TypeScript 101 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. 2026-07-31T03:57:09Z
50 pandas-ai 23674 2338 Python 9 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
51 GenAI_Agents 23565 3958 Jupyter Notebook 2 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. 2026-07-14T18:50:28Z
52 CV 23052 2592 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 RAG-Anything 22486 2621 Python 97 “RAG-Anything: All-in-One RAG Framework” 2026-07-20T17:42:37Z
54 MaxKB 22339 3055 Python 23 🔥 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。 2026-07-31T05:58:29Z
55 coze-studio 21298 3093 TypeScript 483 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
56 agents-towards-production 21216 2812 Jupyter Notebook 7 End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. 2026-07-14T18:50:31Z
57 opik 20999 1653 Python 93 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-07-31T00:34:06Z
58 DB-GPT 19598 2849 Python 375 open-source agentic AI data assistant for the next generation of AI + Data products. 2026-07-30T07:07:13Z
59 WeKnora 19185 2712 Go 317 Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. 2026-07-31T05:46:56Z
60 eliza 18852 5591 TypeScript 319 Open source agentic operating system 2026-07-31T06:18:30Z
61 llama-cookbook 18543 2765 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
62 DocsGPT 18186 2106 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. 2026-07-28T13:41:31Z
63 ai-guide 17866 2024 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 2026-07-21T08:31:40Z
64 LangBot 17192 1526 Python 112 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 2026-07-31T04:35:22Z
65 Qwen-Agent 16883 1690 Python 419 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
66 WrenAI 16752 1892 Python 274 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. 2026-07-31T05:36:36Z
67 RagaAI-Catalyst 16143 3575 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
68 memvid 16084 1395 Rust 13 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
69 Memori 15670 2886 Python 13 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. 2026-07-28T19:10:47Z
70 llm_wiki 15662 1841 TypeScript 158 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。 2026-07-27T09:22:40Z
71 SurfSense 15651 1492 Python 113 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 2026-07-31T00:36:04Z
72 zvec 15338 971 C++ 31 A lightweight, lightning-fast, in-process vector database 2026-07-30T12:11:37Z
73 ragas 15057 1597 Python 352 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
74 llmware 14865 2958 Python 71 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-05-17T13:53:37Z
75 easy-dataset 14731 1514 JavaScript 113 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-05-01T15:03:32Z
76 turbovec 14524 1288 Rust 28 A vector index built on TurboQuant, written in Rust with Python bindings 2026-07-31T01:23:26Z
77 llm-universe 13679 1387 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
78 awesome-ai-apps 13304 1726 Python 52 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-07-30T18:48:38Z
79 txtai 12769 852 Python 7 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-07-30T21:50:01Z
80 LEANN 12749 1147 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. 2026-07-29T05:46:39Z
81 langchain4j 12748 2407 Java 591 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. 2026-07-30T20:32:43Z
82 note-gen 12401 935 TypeScript 107 Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI. 2026-07-31T01:43:24Z
83 claude-context 12217 903 TypeScript 75 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2026-07-14T12:00:38Z
84 bisheng 11803 1922 Python 110 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. 2026-07-31T06:06:28Z
85 EverOS 11700 872 Python 37 One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows. 2026-07-31T02:58:59Z
86 cocoindex 11132 859 Rust 53 Incremental engine for long horizon agents 🌟 Star if you like it! 2026-07-30T19:21:42Z
87 orama 10507 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. 2026-07-25T21:14:26Z
88 MemOS 10469 960 TypeScript 51 Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings 2026-07-31T06:19:16Z
89 aichat 10300 715 Rust 47 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
90 voltagent 10233 1065 TypeScript 33 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-07-13T16:15:41Z
91 garden-skills 9944 1305 CSS 7 ConardLi’s open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. 2026-07-12T14:36:31Z
92 all-in-rag 9942 4969 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/ 2026-07-29T11:43:11Z
93 crawlee-python 9377 783 Python 74 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. 2026-07-30T08:13:29Z
94 deeplake 9217 723 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
95 rag-from-scratch 8994 2141 Jupyter Notebook 24 None 2025-06-26T03:16:10Z
96 paper-qa 8969 900 Python 132 High accuracy RAG for answering questions from scientific documents with citations 2026-07-30T15:36:11Z
97 KAG 8946 699 Python 164 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
98 awesome-LLM-resources 8778 940 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. 2026-07-26T13:18:55Z
99 xberg 8725 528 Rust 4 A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 98+ 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. 2026-07-31T06:21:07Z
100 reor 8577 530 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z