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Create app.py

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  1. app.py +20 -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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+ summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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+
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+ # Function to summarize text
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+ def summarize_text(text):
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+ summary = summarizer(text, max_length=150, min_length=50, do_sample=False)
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+ return summary[0]['summary_text']
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+
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+ # Create Gradio UI
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+ iface = gr.Interface(
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+ fn=summarize_text,
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+ inputs=gr.Textbox(lines=5, placeholder="Enter text to summarize..."),
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+ outputs="text",
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+ title="Text Summarization Chatbot",
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+ description="Enter a long text, and the chatbot will generate a concise summary using BART."
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+ )
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+
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+ iface.launch()