Using nlp techniques to create tokens is for a fast and simple python search often not needed. It makes things slow and python standard string function are often good enough. Issues arise when searching for combinations of words like ‘machine learning’ in a sentence. Nice read, but the GitHub repro needs a license to be more useful.