AgriRegion: Region-Aware Retrieval for High-Fidelity Agricultural Advice. - Mesafint Fanuel; Mahmoud Nabil Mahmoud; Crystal Cook Marshal; Vishal Lakhotia; Biswanath Dari; Kaushik Roy 003; Shaohu Zhang (CoRR, 2025)