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AgriNexus is an AI-driven smart agriculture platform designed to assist farmers in diagnosing plant diseases, predicting crop yields, and providing treatment recommendations. Our system integrates deep learning (CNN models) with an interactive React-based frontend, a FastAPI backend, and MySQL database connectivity. The platform also supports offline functionalities to ensure accessibility in remote agricultural areas.