=====
Usage
=====

Start by importing pyqna.

.. code-block:: python

    from pyqna.models.reading_comprehension.transformer_models import TransformerQnAModel
    
    
    model = TransformerQnAModel(
        {"model_name": "distilbert-base-uncased-distilled-squad", "pre_trained": True}
    )

    model.get_answer(
            "New Zealand (Māori: Aotearoa) is a sovereign island country in the southwestern Pacific Ocean.\
                It has a total land area of 268,000 square kilometres (103,500 sq mi), and a population of\
                4.9 million. New Zealand's capital city is Wellington, and its most populous city is Auckland.",
            ["How many people live in New Zealand?", "What's the largest city?"],
        )