Plagiarism detection has evolved significantly, leveraging sophisticated techniques to uncover instances of academic dishonesty. These plagiarism checkers harness advanced natural language processing models to match submitted texts against a vast database of sources. The process typically entails breaking down the text into smaller units, such as