
Introduction The Problem with Traditional Research Papers Every year, millions of research papers are published across various disciplines. But there’s a problem: most of these papers exist in static PDF format, making it difficult for researchers to find, compare, and analyse them efficiently. Traditional search engines rely on keyword matching, which is often imprecise and fails to capture the actual meaning behind research topics.









