[Submitted on 7 Apr 2026]

DataSTORM: An LLM Agent System for Deep Research on Large-Scale Structured Databases

Deep research with Large Language Model (LLM) agents is emerging as a powerful paradigm for multi-step information discovery, synthesis, and analysis. However, existing approaches primarily focus on unstructured web data, while the challenges of conductin