Tokenization is a essential method in artificial intelligence (AI) , acting as the initial stage for preparing text data. Essentially, it involves breaking down a larger block of information – like a sentence – into smaller units called “segments". These tokens can be strings, special characters, or even sub-word segments. This transformation