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Update app.py
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app.py
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@@ -16,9 +16,14 @@ def extract_text_from_pdf(pdf):
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# Function to summarize text
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def summarize_text(text):
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summary = summarizer(text, max_length=200, min_length=50, do_sample=False)
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return summary[0]['summary_text']
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# Function for Q&A
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def answer_question(context, question):
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response = qa_model(question=question, context=context)
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# Function to summarize text
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def summarize_text(text):
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# Limit input to 1024 characters (Bart-large-cnn model limit)
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max_input_length = 1024
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text = text[:max_input_length] # Truncate text to avoid errors
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summary = summarizer(text, max_length=200, min_length=50, do_sample=False)
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return summary[0]['summary_text']
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# Function for Q&A
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def answer_question(context, question):
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response = qa_model(question=question, context=context)
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