ragent
Level AMCP ecosystemNot an MCP ServerSource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。
Overview
Ragent is a production-grade Java AI platform for Agentic RAG, covering the full path from document ingestion to intelligent Q&A. It combines vector, keyword, knowledge-graph and web search with deduplication, RRF fusion and reranking, plus query rewriting, intent recognition and multi-knowledge-base routing. A ReAct agent calls knowledge retrieval and MCP tools, with conversation memory, traffic protection, answer tracing and trace management.
Installation
View source repo →Related servers
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