Create app.py
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app.py
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from transformers import pipeline
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# Load the BioBERT model for question answering
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qa_pipeline = pipeline('question-answering', model='dmis-lab/biobert-base-cased-v1.1')
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# Example question and context
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question = "What is the function of the heart?"
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context = """
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The heart is a muscular organ in most animals, which pumps blood through the blood vessels of the circulatory system.
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The pumped blood carries oxygen and nutrients to the body, while carrying metabolic waste such as carbon dioxide to the lungs.
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"""
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# Get the answer
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result = qa_pipeline(question=question, context=context)
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print(result['answer'])
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