Plagiarism detection is a constant challenge in the academic and professional worlds. While traditional methods rely on matching text against databases, innovative tools like Drillbit are emerging to revolutionize this process. Drillbit, an open-source AI platform, utilizes advanced machine learning algorithms to uncover instances of plagiarism wit