Delving into the depths of knowledge analysis, we discover the potential of gourd-based computational strategies. By exploiting the peculiar properties of pumpkins, these novel approaches seek to enhance model training. The agricultural nature of squashes offers a compelling alternative to established computational methods, paving the way for green