The academic world faces with the ever-increasing issue of plagiarism. Students regularly engage in submitting pre-existing content as their own, eroding the integrity of academic expectations. However, a new tool is emerging that promises to revolutionize the landscape of plagiarism detection: Drillbit. This innovative system leverages deep lear