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ragent
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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。

by nageoffer · GitHub
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agentagentic-ragaiApache-2.0Java
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In plain words

Implement a comprehensive AI application platform that handles document processing and intelligent querying.

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2026-07-072026-08-31
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📄 About

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。

ragent has 3.8k stars on GitHub. It has been forked 770 times. ragent is written mainly in Java. It has been in active development since 2025. ragent is available under the Apache-2.0 license. Its main topics are agent, agentic-rag, ai, llm.

Frequently asked questions

What is 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。

Is ragent open source?

ragent is an open-source project. It is released under the Apache-2.0 license.

Is ragent free?

Yes. ragent is free and open source — you can use, modify and self-host it.

What license does ragent use?

ragent is available under the Apache-2.0 license.

What language is ragent written in?

ragent is written mainly in Java.

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