In the ever-evolving landscape of academia, ensuring academic integrity is paramount. Plagiarism, the act of incorporating another's work as one's own, poses a significant threat to this fundamental principle. Drillbit, a sophisticated plagiarism detection platform, emerges as a powerful solution to combat this pervasive issue. Employing state-of-