The academic world is grappling with the ever-increasing issue of plagiarism. Students frequently attempt in submitting pre-existing content as their own, eroding the integrity of academic expectations. However, a new platform is emerging that promises to revolutionize the landscape of plagiarism detection: Drillbit. Drillbit leverages machine le