ganjirajesh commited on
Commit
49fa54e
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1 Parent(s): ea1b1ff

Create app.y

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  1. app.y +18 -0
app.y 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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+ summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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+
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+ def summarize_text(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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+
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+ iface = gr.Interface(
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+ fn=summarize_text,
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+ inputs=gr.Textbox(lines=10, label="Enter text to summarize"),
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+ outputs=gr.Textbox(label="Summarized text"),
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+ title="Summariser",
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+ description="Enter text to get a concise summary."
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+ )
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+
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+ iface.launch()