# nageoffer/ragent

<https://repo.masters-masters.com/en/repos/nageoffer/ragent>

[Home](https://repo.masters-masters.com/en) › [nageoffer](https://repo.masters-masters.com/en/owners/nageoffer) › [ragent](https://repo.masters-masters.com/en/repos/nageoffer/ragent)

nageoffer/ragent has 4,420 stars on GitHub. Its RepoMasters card: RC tier. 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…

| Field | Value |
| --- | --- |
| Owner | [nageoffer](https://repo.masters-masters.com/en/owners/nageoffer) |
| Stars | 4,420 |
| Forks | 904 |
| Language | [Java](https://repo.masters-masters.com/en/languages/java) |
| License | Apache-2.0 |
| Created | 2025 |
| Topics | agent, ai, rag, llm, springai, agentic-rag, mcp |
| Tier | [RC (2,000 to 4,999 ★)](https://repo.masters-masters.com/en/ranks/blockbuster) |
| View on GitHub | [nageoffer/ragent](https://github.com/nageoffer/ragent) |

## Repository

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。

The tier for repos with 2,000 to 4,999 ★. Published odds per card pulled: 3%. Rarity: Epic.

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Data: GitHub · Illustration: the project’s public image, pixelated by RepoMasters.