kelvinleong commited on
Commit
234195a
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1 Parent(s): abbf116

Create app.py

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  1. app.py +14 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ summarization_pipeline = pipeline("summarization")
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+
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+ def summarize_text(text, max_length):
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+ summary = summarization_pipeline(text, max_length=max_length, do_sample=True)[0]['summary_text']
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+ return summary
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+
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+ input_text = gr.inputs.Textbox(label="Input Text")
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+ max_length = gr.inputs.Number(default=100, label="Maximum Length")
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+ output_text = gr.outputs.Textbox(label="Summary")
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+
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+ gr.Interface(fn=summarize_text, inputs=[input_text, max_length], outputs=output_text, title="Text Summarization", description="Enter text and the maximum length of summary").launch()