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Create app.py

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  1. app.py +30 -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 model (it will download automatically)
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+ summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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+
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+ # Define a function that takes text and returns a summary
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+ def summarize_text(text):
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+ if len(text.strip()) == 0:
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+ return "Please enter some text to summarize."
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+ # Summarize!
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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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+ demo = gr.Interface(
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+ fn=summarize_text,
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+ inputs=gr.Textbox(
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+ placeholder="Enter text here to summarize...",
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+ lines=8,
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+ label="Input Text"
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+ ),
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+ outputs=gr.Textbox(label="Summary"),
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+ title="📝 AI Text Summarizer",
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+ description="Paste any article, email, or text and get a concise summary instantly!",
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+ theme="soft"
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+ )
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+
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+ # Launch the app
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+ demo.launch()