Rag agents

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

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

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that…

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

Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.

12 Lessons to Get Started Building AI Agents

A Claude Code plugin that automatically captures everything Claude does during your coding sessions…

一款 AI 驱动的低代码平台，提供"零代码"与"代码生成"双模式——零代码模式一句话搭建系统，代码生成模式自动输出前后端代码与建表 SQL，生成即可运行。平台内置 AI…

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

Query Engine for AI Analytics: Build self-reasoning agents across all your live data

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

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule…

Vane is an AI-powered answering engine.

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

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

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

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate…

LLM驱动的 A/H/美股智能分析器：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US…

📚 从零开始构建大模型

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…

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

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

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

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

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

Build Real-Time Knowledge Graphs for AI Agents

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot CLI, OpenClaw…

Python scraper based on AI

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

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

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

🔥 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…

✔（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】

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

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

Autonomous agents for everyone

"DeepTutor: Agent-Native Personalized Learning Assistant"

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

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…

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

🕷 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

LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using…

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

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

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/

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…

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

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%…

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

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

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

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

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

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

High accuracy RAG for answering questions from scientific documents with citations

AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for…

🧑‍🚀 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…

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

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.

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

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

Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!

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

Postgres with GPUs for ML/AI apps.

Build ChatGPT over your data, all with natural language

Large Action Model framework to develop AI Web Agents

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

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

Open-source context retrieval layer for AI agents

🔍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/

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

🔥 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.

Context-aware AI assistant for your desktop. Ready to respond intelligently, seamlessly integrating multiple…

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

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

Learn AI and LLMs from scratch using free resources

Spec-driven development for large codebases

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…

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

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

🐢 Open-Source Evaluation & Testing library for LLM Agents

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

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

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…

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

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

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

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

《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…

Low-latency AI engine for mobile devices & wearables

Neo4j graph construction from unstructured data using LLMs

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A…

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…

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

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

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

GenAI Cookbook

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

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

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

Everything you need to know to build your own RAG application

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

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

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

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

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

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

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

A simple, easy-to-hack GraphRAG implementation

A memory OS that makes your agents more personal while saving tokens.

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…

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

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 |…

The most accurate document search and store for building AI apps

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

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

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…

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

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

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

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

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.

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

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

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…

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

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

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

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

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

All-in-one platform for search, recommendations, RAG, and analytics offered via API

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

The Open Source Memory Layer For Autonomous Agents

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

The pretty much "official" DSPy framework for Typescript

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

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

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

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows…

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video…

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

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

Distributed vector search for AI-native applications

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

Memory library for building stateful agents

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

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

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

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

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

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

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

NestJS Helper + AI Chatbot Development

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

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|…

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…

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

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

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

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。

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

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

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…

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

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.

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

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

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

An agentic company research tool powered by LangGraph and Tavily that conducts deep diligence on companies…

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

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

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Building blocks for rapid development of GenAI applications

A ChatGPT web client that supports multiple users, multiple languages, and multiple database connections for…

Fast BM25 search in Python, powered by Numpy and Numba

Trench — Open-Source Analytics Infrastructure. A single production-ready Docker image built on ClickHouse…

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question…

Create characters in Unity with LLMs!

WikiChat is an improved RAG. It stops the hallucination of large language models by retrieving data from a…

Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents.