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+ !pip install transformers
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+ !pip install gradio
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+
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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=200, min_length=100, do_sample=False)
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+ return summary[0]['summary_text']
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+
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+ demo = gr.Interface(
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+ fn=summarize_text,
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+ inputs=gr.Textbox(placeholder="Enter your text here", label="Input Text"),
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+ outputs=gr.Textbox(label="Summary"),
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+ title="Text Summarizer",
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+ description="This chatbot takes a long text as input and returns a summary."
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+ )
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+
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+ demo.launch()