Tokenization is a vital step in natural language processing (NLP), acting as the initial phase for preparing text data. Essentially, it involves dividing a larger block of information – like a paragraph – into smaller units called “segments". These tokens can be terms, punctuation marks, or even sub-word segments. This transformation allows A