Hi @Jung, there is a notebook for it: https://github.com/huggingface/notebooks/blob/master/longform-qa/Long_Form_Question_Answering_with_ELI5_and_Wikipedia.ipynb 136. I followed the instructions on the notebook, and after several hours (donwloading, indexing, etc, and using pre-trained model) the system is ready to get question.