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this is ritesh srinivasan and welcome to my channel in this video let's look at the nlp task of extractive question answering extractive question answering is the task of extracting an answer from a text given a question hugging phase transformers has a pipeline for question answering let's look into it so i've already imported the pipeline from transformers i've also created a question answering pipeline so this is the question answer pipeline and here i am defining a context so let us define the context so this is about bengaluru city right it says bengaluru is known as city of gardens it is the capital of karnataka it has very pleasant weather and so on ok now i have a question how is the weather in bangalore ok and i pass the context and the question to the question answer pipeline let us run this ok now let us print the result and see so basically it says very pleasant weather almost all through the year so for this question how is the weather in bengaluru it has extracted this p...