ragent

Enterprise-grade Agentic RAG agent - covering the entire process of document parsing, multi-way retrieval, intent recognition, question rewriting, conversation memory, MCP tool invocation, and deep thinking. Aimed at real business scenarios, a complete engineering implementation from 0 to 1.