pre_tokenize_text(text, options) {
        return text.match(/\w+|[^\w\s]+/g) || [];
    }
Pre-tokenizes the input text by splitting it on word boundaries.
@param {string} text The text to be pre-tokenized.
@param {Object} [options] Additional options for the pre-tokenization logic.
@returns {string[]} An array of tokens produced by splitting the input text on whitespace.