Fahmni at AraHealthQA Track 1: Multi-Agent Retrieval-Augmented Generation and Multi-Label Classification for Arabic Mental Health Q&A. - Caroline Sabty; Mohamad Rasmy; Mohamed Eyad Badran; Nourhan Sakr; Alia El Bolock (ArabicNLP (Shared Tasks), 2025)