fadiyahalanazi commited on
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4601a1c
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1 Parent(s): 69f7e08

Create app.py

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  1. app.py +29 -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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+
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+ summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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+
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+ def summarize_text(text, min_length, max_length):
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+ if len(text.strip()) == 0:
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+ return "Please enter some text to summarize."
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+
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+ summary = summarizer(text, max_length=max_length, min_length=min_length, do_sample=False)
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+ return summary[0]['summary_text']
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+
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+
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+ iface = gr.Interface(
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+ fn=summarize_text,
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+ inputs=[
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+ gr.Textbox(lines=5, placeholder="Enter a long text here...", label="Input Text"),
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+ gr.Slider(10, 50, step=5, label="Minimum Summary Length"),
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+ gr.Slider(50, 150, step=10, label="Maximum Summary Length"),
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+ ],
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+ outputs=gr.Textbox(label="Summarized Text"),
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+ title="Adjustable Text Summarization App",
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+ description="Enter a long text and adjust the summary length using the sliders.",
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+ allow_flagging="never"
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+ )
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+
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+
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+ iface.launch()