Tokenization is a essential step in natural language processing (NLP), acting as the beginning 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 strings, symbols, or even sub-word segments. This transformation allows