Noboru Otsuka

A Systematic Comparison of RAG Architectures for Geographic POI Question Answering Using OpenStreetMap Data

Abstract. Retrieval-Augmented Generation (RAG) grounds Large Language Models in external knowledge, yet geospatial question answering presents a distinctive challenge: spatial relationships such as distance and direction are directly computable from coordinate data, blurring the...