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Create app.py

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  1. app.py +22 -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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+ # Load the BART model for summarization
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+ summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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+
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+ # Function to summarize the input text
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+ def summarize_text(text):
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+ summary = summarizer(text, min_length=10, max_length=100)
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+ return summary[0]['summary_text']
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+
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+ # Create the Gradio interface
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+ iface = gr.Interface(
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+ fn=summarize_text,
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+ inputs=gr.Textbox(label="Enter long text here", lines=10, placeholder="Enter a long text to summarize..."),
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+ outputs=gr.Textbox(label="Summarized text"),
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+ live=False,
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+ description="Text summarization application using the BART model"
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+ )
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+
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+ # Launch the application
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+ iface.launch()