Rag agents

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with…

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions…

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of…

12 Lessons to Get Started Building AI Agents

Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic…

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

AI 低代码平台，「低代码 + 零代码」双模式驱动：低代码一键生成前后端代码，零代码 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…

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator…

Platform dedicated to building an open foundation for applied Artificial Intelligence, designed for people…

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 |…

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

Vane is an AI-powered answering engine.

A modular graph-based Retrieval-Augmented Generation (RAG) system

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

📚 从零开始构建大模型

Open Source AI Platform - AI Chat with advanced features that works with every LLM

Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box…

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each…

Build Real-Time Knowledge Graphs for AI Agents

Python scraper based on AI

An open-source RAG-based tool for chatting with your documents.

OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw)…

DeepTutor -- Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.

280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp…

What are the principles we can use to build LLM-powered software that is actually good enough to put in the…

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to…

PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.

✅（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】

🔥 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。

An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and…

Open source agentic operating system

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with…

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm…

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…

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent…

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give…

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and…

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…

🕷 Super-agent driven library for testing node.js HTTP servers using a fluent API. Maintained for…

A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval

An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord…

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/

A collection of projects showcasing RAG, agents, workflows, and other AI use cases

A cross-platform Markdown AI note-taking software.

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100%…

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and…

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database…

Incremental engine for long horizon agents 🌟 Star if you like it!

All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI…

A lightweight, lightning-fast, in-process vector database

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill…

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling…

High accuracy RAG for answering questions from scientific documents with citations

Private & local AI personal knowledge management app for high entropy people.

Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.

🧑‍🚀 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…

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured…

An EVM compatible Substrate chain, powered by StorageHub and secured by EigenLayer

🔍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/

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to…

程序员鱼皮的编程宝典 ⭐️ 2026年最全编程学习路线图！包含Java学习路线、前端学习路线、Python学习路线、C++学习路线、算法学习路线、计算机基础学习路线、AI应用开发学习路线、AI…

AI + Data, online. https://vespa.ai

Postgres with GPUs for ML/AI apps.

每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈

Build ChatGPT over your data, all with natural language

Open-source context retrieval layer for AI agents

Large Action Model framework to develop AI Web Agents

Open-source Next.js template for building apps that are fully generated by AI. By E2B.

ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and…

🔥 基于大模型和 RAG 的智能问数系统，对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in…

A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL

A visual playground for agentic workflows: Iterate over your agents 10x faster

Build, evaluate, and integrate long-term memory for self-evolving agents.

Learn AI and LLMs from scratch using free resources

Claude + Obsidian knowledge companion. Persistent, compounding wiki vault based on Karpathy's LLM Wiki…

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

持续维护的企业面试题库网站，帮你拿到满意 offer！⭐️ 2026年最新Java面试题、前端面试题、AI大模型面试题、AI…

Spec-driven development for large codebases

🐢 Open-Source Evaluation & Testing library for LLM Agents

MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse）

面向企业级市场的一站式AI应用开发框架，支持多厂商大模型统一接入与管理，具备安全可控的企业知识库与高精度检索优化能力，提供可视化流程编排、自主决策智能体与多智能体协同调度，兼容主流 Agent Skill…

结合知识库、知识图谱管理的 多租户 Agent Harness 平台。 An agent harness that integrates a LightRAG knowledge base and knowledge…

Superduper: End-to-end framework for building custom AI applications and agents.

Kodu is an autonomous coding agent that lives in your IDE. It is a VSCode extension that can help you build…

Low-latency AI engine for mobile devices & wearables

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 |…

An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent…

Structured data extraction and instruction calling with ML, LLM and Vision LLM

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps…

Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai

53AI Hub is an open-source AI portal, which enables you to quickly build a operational-level AI portal to…

《大模型白盒子构建指南》：一个全手搓的Tiny-Universe

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with…

Neo4j graph construction from unstructured data using LLMs

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering…

An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless…

HelixDB is an open-source graph-vector database built from scratch in Rust.

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector…

The easiest way to use Agentic RAG in any enterprise

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production…

Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank…

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~…

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make…

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

GenAI Cookbook

Local persistent memory store for LLM applications including claude desktop, github copilot, codex…

AdalFlow: The library to build & auto-optimize LLM applications.

Everything you need to know to build your own RAG application

🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast, efficient and robust RAG pipelines

High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time…

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

Claudable is an open-source web builder that leverages local CLI agents, such as Claude Code, Codex, Gemini…

A simple, easy-to-hack GraphRAG implementation

Easiest and laziest way for building multi-agent LLMs applications.

Streamer-Sales 销冠 —— 卖货主播 LLM 大模型🛒🎁，一个能够根据给定的商品特点从激发用户购买意愿角度出发进行商品解说的卖货主播大模型。🚀⭐内含详细的数据生成流程❗ 📦另外还集成了 LMDeploy…

Curated list of the best truly open-source AI projects, models, tools, and infrastructure.

Interact with your SQL database, Natural Language to SQL using LLMs

The most accurate document search and store for building AI apps

AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, plans, executes, and…

SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

DeepResearchAgent is a hierarchical multi-agent system designed not only for deep research tasks but also for…

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

A native macOS app that allows users to chat with a local LLM that can respond with information from files…

InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it…

🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems…

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and…

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and…

A vector index built on TurboQuant, written in Rust with Python bindings

AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps…

RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.

[KDD'2026] "VideoRAG: Chat with Your Videos"

反中共政治宣传库。Anti Chinese government propaganda…

ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

PipesHub is a fully extensible and explainable workplace AI platform for enterprise search and workflow…

All-in-One Native Local Development Environment for Windows, macOS & Linux. Docker alternative for PHP…

A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and…

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless…

Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems…

A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads…

User Profile-Based Long-Term Memory for AI Chatbot Applications.

The pretty much "official" DSPy framework for Typescript

A Unified Virtual Filesystem For AI Agents

RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.

[EMNLP-2024] Build multimodal language agents for fast prototype and production

Multi-agent systems, memory, planning, reasoning loops

The Open Source Memory Layer For Autonomous Agents

The AI-native state store for agents. MySQL-compatible, embedded or server, hybrid vector + full-text search…

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

Self-referential self-improving agents that can optimize for any computable task

China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development…

HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on…

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。

编程导航 2025 年 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI…

Distributed vector search for AI-native applications

Open-source GEO content engineering and multi-site distribution system with AI tasks, RAG/semantic chunking…

LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt…

基于 Spring Boot 4.0 + Java 21 + Spring AI + PostgreSQL + pgvector + RustFS +…

Empowering RAG with a memory-based data interface for all-purpose applications!

🔥 Visual workflow builder for AI agents powered by Firecrawl - drag-and-drop web scraping pipelines with…

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR…

拼好RAG：手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索；整合DeepSearch技术实现私域RAG的推理；自制针对GraphRAG的评估框架|…

Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and…

⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run…

Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants

Research project. A Memory solution for users, teams, and applications.

NestJS Helper + AI Chatbot Development

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same…

An on-premises, OCR-free unstructured data extraction, markdown conversion and benchmarking toolkit…

EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into…

ChatWiki 微信公众号的AI知识库工作流Agent平台，RAG大模型AI客服机器人，致力于成为垂直领域的coze、n8n。

OpenKB: Open LLM Knowledge Base

Text-To-Speech, RAG, and LLMs. All local!

[ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"

Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored…

这里是GitHub的草场，也是戈戈圈爱好者的交流地，主要讨论动漫、游戏、科技、人文、生活等所有话题，欢迎各位小伙伴们在此讨论趣事。This is GitHub grassland, and the community…

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API +…

A comprehensive guide to building RAG-based LLM applications for production.

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and…

YouTube Full Text Search - Search all of YouTube from the command line

Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok…

Turn your PC, Mac, or Linux box into a private AI server. LLM inference, chat UI, voice, agents, workflows…

Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and…

制作懂人情世故的大语言模型 | 涵盖提示词工程、RAG、Agent、LLM微调教程

Fast and efficient unstructured data extraction. Written in Rust with bindings for many languages.

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources…

Fast BM25 search in Python, powered by Numpy and Numba