Baidu Maps Tech Team

Nov 19, 2025 · Artificial Intelligence

Boosting Socio‑Economic Q&A: The ARAG Framework Merges Structured Data Analysis with RAG

ARAG introduces a novel Retrieval‑Augmented Generation framework that tightly integrates LLM‑driven structured data analysis with unstructured information retrieval, addressing the “structured + unstructured” reasoning gap in socio‑economic queries, and demonstrates superior accuracy, robustness, and hallucination resistance through extensive evaluations.