ragent

ragent is an enterprise-grade Agentic RAG agent that enables end-to-end functionality including document parsing, multi-path retrieval, intent recognition, query rewriting, conversation memory, and MCP tool invocation. Designed to address real-world information processing challenges in business scenarios, it leverages deep thinking technology to deliver more accurate results. Ideal for organizations needing efficient management and utilization of large volumes of document assets.