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Created app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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# Initialize the summarization pipeline
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summarizer = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6")
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# Define the summarization function
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def summarize(text):
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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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# Create the Gradio interface
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interface = gr.Interface(fn=summarize, inputs="text", outputs="text", title="Text Summarizer")
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# Launch the application
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interface.launch()
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