responsive AI-powered virtual assistant web portal for the Egypt-Japan University of Science and Technology (E-JUST). It enables users — including students, staff, and visitors — to interact with an AI assistant that understands natural language and responds with precise, relevant answers using RAG (Retrieval-Augmented Generation) technology.