Chat boot for closed domain question aswering model

Hi, I hope you doing well, I’m an AI enthusiasm and a beginner, so I’need help in my Intership project i should build a simple chatbot that answers questions related to Urbanism Law, so i start digging and i found a model for QA that is based on BERT model, and i should finu-tune this model on my custom dataset, and i don’t know how should my dataset looks like, I thing that should have question and it corresponding answer ? also the that i find on huggingface in order to generate a response I should give him a context and in my case the user doesn’t know the context so what should i do ? pleaaase help me i have only 15 day

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