karthi311 commited on
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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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+ # Load the summarization pipeline
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+ pipe = pipeline("summarization", model="yashugupta786/bart_large_xsum_samsum_conv_summarizer")
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+
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+ # Summarization function
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+ def summarize(text):
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+ summary = pipe(text)
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+ return summary[0]['summary_text']
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+
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+ # Gradio interface
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+ with gr.Blocks() as demo:
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+ gr.Interface(
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+ fn=summarize,
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+ inputs=gr.Textbox(label="Input Text", placeholder="Enter text to summarize..."),
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+ outputs=gr.Textbox(label="Summary"),
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+ title="Text Summarization",
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+ description="Summarize the input text using BART model."
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+ ).launch()