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Create app.py

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  1. app.py +11 -0
app.py ADDED
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+ from transformers import AutoModelForQuestionAnswering, AutoTokenizer, pipeline
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+ import gradio as grad
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+ import ast
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+ mdl_name = "deepset/roberta-base-squad2"
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+ my_pipeline = pipeline('question-answering', model=mdl_name, tokenizer=mdl_name)
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+ def answer_question(question,context):
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+ text= "{"+"'question': '"+question+"','context': '"+context+"'}"
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+ di=ast.literal_eval(text)
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+ response = my_pipeline(di)
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+ return response
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+ grad.Interface(answer_question, inputs=["text","text"], outputs="text").launch()