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Best RAG Tools

RAG (retrieval-augmented generation) connects your documents and data to LLMs. Browse frameworks and platforms below, then compare top picks for stack fit.

Open compare table Related: Best LLM Chat Tools · Best Coding Agent Tools · Best Open Source AI Tools · Best AI Automation Tools

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450 tools · sorted by quality

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pg_vectorize

Full-text and semantic search on any Postgres

Score 80 GitHub stars 832 Open source
flowboard

Flowboard — open-source infinite canvas for AI product videos. Drag nodes for model, product, scene, video — connect them, click Generate. A...

Score 78 GitHub stars 445 Open source
atguigu-note

AI 课程笔记:langchain / langgraph / python / vibe coding

Score 78 GitHub stars 397 Open source
vibe-investing

AI-powered Vibe Investing for NASDAQ, S&P500 & crypto: LLM quant trading tools, multi-agent backtesting, and data-driven market columns (mNA...

Score 78 GitHub stars 335 Open source
rushdb

RushDB is a graph + vector database and memory layer for AI agents. Push any JSON, get typed, searchable, relationship-aware records back —...

Score 78 GitHub stars 323 Open source
VeritasGraph

VeritasGraph — open-source Knowledge Graph & GraphRAG framework on GitHub. Build multi-hop reasoning, ontology-aware retrieval, and verifiab...

Score 78 GitHub stars 324 Open source
BYO-LLM-WIKI

Build your own LLM-native WIKI (knowledge library). Search, extract, summarize, Q&A with contextual RAG, layered knowledge graph, and reinfo...

Score 77 GitHub stars 281 Open source
ai-tutor-rag-system

This is a repository for the course "From Beginner to LLM Developer" by Towards AI.

Score 77 GitHub stars 241 Open source
ai-picture-editor

2026 年编程导航 AI 编程实战新项目,基于 React 19 + FastAPI + LangChain + LangGraph + Konva 的 AI 修图智能体,支持自然语言驱动修图、21 种编辑...

Score 77 GitHub stars 230 Open source
ZotSeek

AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private...

Score 76 GitHub stars 194 Open source
ai-ppt-generator

2026 年编程导航 AI 编程实战新项目,基于 Python FastAPI + LangChain + LangGraph + React 的 AI PPT 生成器,支持主题 / 长文本 / 文档多入口生成...

Score 76 GitHub stars 150 Open source
KnowledgeRAG-OGAS

KnowledgeRAG-OGAS​​ 是一个面向智能知识管理的检索增强生成(RAG)系统,集成文档解析、知识库管理、知识图谱生成、向量检索、Ollama模型服务及智能...

Score 76 GitHub stars 142 Open source
litegraph

Lightweight graph database with relational, vector, and MCP support, designed to power knowledge and artificial intelligence persistence and...

Score 76 GitHub stars 130 Open source
dropshelf-repo

Issue-only repo for Dropshelf, a drag and drop utility for Windows

Score 76 GitHub stars 130 Open source
mirage-cortex

Top Agent Swarm Simulation Tools for LLM World Modeling 2026

Score 75 GitHub stars 121 Open source
swarm-foraging-qlearn

Q-Learning Swarm Foraging 2026: Multi-Agent RL in Dynamic Grid Environments

Score 75 GitHub stars 119 Open source
heoster-jarvis-ai-assistant

Heoster AI 2026: Intelligent Personal Assistant Powered by LangChain & Transformers

Score 75 GitHub stars 116 Open source
langchain-langgraph-tutorial

Comprehensive tutorials for LangChain, LangGraph, and LangSmith using Groq LLM. Learn to build advanced AI systems, from basics to productio...

Score 75 GitHub stars 105 Open source
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