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Updated app.py with pretrained model
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app.py
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@@ -1,10 +1,17 @@
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import gradio as gr
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from transformers import AutoModelForQuestionAnswering, AutoTokenizer, pipeline
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import gradio as gr
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nlp = pipeline('question-answering', model='deepset/roberta-base-squad2', tokenizer='deepset/roberta-base-squad2')
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def qnamodel(ques,content):
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question_set = {'question':ques,'context':content}
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results = nlp(question_set)
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return results['answer']
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interface = gr.Interface(fn=qnamodel,
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inputs=["text","text"],
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outputs="text",
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title='Context Question Answering')
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interface.launch(inline=False)
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