R
ragent
nageoffer/ragent
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。
★3.5kstars
Java
Apache-2.0
Updated: Today
📋 Project at a Glance
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What's this?A open-source Data & Infrastructure project, built with Java, focusing on agent and agentic-rag
Who made it?Maintained by nageoffer team, 3.5K⭐ on GitHub, #521 out of 3133 in Data & Infrastructure
Why does it exist?The nageoffer team recognized that existing agent tools in Data & Infrastructure were hard to use. ragent was designed to make agentic-rag more accessible.
What can it do?Key use cases: llm, mcp, rag
How to install with AI?Use an AI coding assistant to follow the README and automatically handle the install and environment setup.
🔗 github.com/nageoffer/ragent | 官网 https://nageoffer.com/ragent
🔗 github.com/nageoffer/ragent | 官网 https://nageoffer.com/ragent
Topics
agentagentic-ragaillmmcpragspringai