DeepRead: Document Structure-Aware Reasoning to Enhance Agentic Search

Zhanli Li, Huiwen Tian, Lvzhou Luo +2

With the rapid advancement of tool-use capabilities in Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) is shifting from static, one-shot retrieval toward autonom…