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Create summarizer.py
Browse files- utils/summarizer.py +11 -0
utils/summarizer.py
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from transformers import pipeline
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summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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def summarize_text(text):
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if not text.strip():
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return "No input provided."
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text = text.replace("\n", " ").strip()[:1024]
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summary = summarizer(text, max_length=130, min_length=30, do_sample=False)
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return summary[0]["summary_text"]
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