At present, pyrenew-flu-light has a historical mode for model comparison and forecasting on past data that requires cfaepim saved data files. In the near future, pyrenew-flu-light will have an active mode that supports forecasting on new influenza data pulled from APIs; the infrastructure to handle this needs to be made.