The increased exchange of information through text documents in today's information age poses challenges in the management and analysis of large document similarities. Plagiarism, especially in an academic context, becomes a significant risk. This research focuses on analyzing the performance of Cosine similarity and Jaccard similarity algorithms in detecting the similarity of research proposal…