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Created app.py

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  1. app.py +16 -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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+ # Initialize the summarization pipeline
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+ summarizer = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6")
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+
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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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+
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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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+
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+ # Launch the application
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+ interface.launch()