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