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Upload app.py with huggingface_hub

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  1. app.py +43 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+ summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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+ def summarize_text(text, max_length, min_length):
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+ summary = summarizer(text, max_length=max_length, min_length=min_length, do_sample=False)
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+ return summary[0]['summary_text']
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+ demo = gr.Interface(
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+ fn=summarize_text,
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+ inputs=[
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+ gr.Textbox(
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+ label="์š”์•ฝํ•  ํ…์ŠคํŠธ๋ฅผ ์ž…๋ ฅํ•˜์„ธ์š”",
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+ placeholder="๊ธด ํ…์ŠคํŠธ๋ฅผ ์ž…๋ ฅํ•˜์„ธ์š”...",
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+ lines=10
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+ ),
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+ gr.Slider(
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+ minimum=50,
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+ maximum=500,
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+ value=130,
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+ step=10,
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+ label="์ตœ๋Œ€ ๊ธธ์ด"
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+ ),
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+ gr.Slider(
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+ minimum=10,
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+ maximum=200,
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+ value=30,
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+ step=10,
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+ label="์ตœ์†Œ ๊ธธ์ด"
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+ )
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+ ],
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+ outputs=gr.Textbox(label="์š”์•ฝ ๊ฒฐ๊ณผ"),
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+ title="ํ…์ŠคํŠธ ์š”์•ฝ๊ธฐ",
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+ theme="soft",
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+ examples=[
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+ ["""์ธ๊ณต์ง€๋Šฅ(AI)์€ ์ธ๊ฐ„์˜ ํ•™์Šต๋Šฅ๋ ฅ, ์ถ”๋ก ๋Šฅ๋ ฅ, ์ง€๊ฐ๋Šฅ๋ ฅ, ์–ธ์–ด์ดํ•ด๋Šฅ๋ ฅ ๋“ฑ์„ ์ปดํ“จํ„ฐ ํ”„๋กœ๊ทธ๋žจ์œผ๋กœ ์‹คํ˜„ํ•œ ๊ธฐ์ˆ ์ด๋‹ค.
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+ ์ธ๊ณต์ง€๋Šฅ์€ ์ปดํ“จํ„ฐ๊ฐ€ ์ธ๊ฐ„์˜ ์ง€๋Šฅ์ ์ธ ํ–‰๋™์„ ๋ชจ๋ฐฉํ•  ์ˆ˜ ์žˆ๋„๋ก ํ•˜๋Š” ๊ฒƒ์„ ๋ชฉํ‘œ๋กœ ํ•œ๋‹ค.
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+ ์ด๋Š” ํ•™์Šต, ๋ฌธ์ œํ•ด๊ฒฐ, ํŒจํ„ด์ธ์‹, ์Œ์„ฑ์ธ์‹, ์‹œ๊ฐ์  ์ง€๊ฐ, ์˜์‚ฌ๊ฒฐ์ • ๋“ฑ์„ ํฌํ•จํ•œ๋‹ค.
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+ ์ตœ๊ทผ์—๋Š” ๋”ฅ๋Ÿฌ๋‹๊ณผ ๊ธฐ๊ณ„ํ•™์Šต์˜ ๋ฐœ์ „์œผ๋กœ ์ธ๊ณต์ง€๋Šฅ์˜ ์„ฑ๋Šฅ์ด ํฌ๊ฒŒ ํ–ฅ์ƒ๋˜์—ˆ์œผ๋ฉฐ,
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+ ๋‹ค์–‘ํ•œ ๋ถ„์•ผ์—์„œ ํ™œ์šฉ๋˜๊ณ  ์žˆ๋‹ค.""", 100, 30],
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+ ]
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+ )
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+
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+ if __name__ == '__main__':
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+ demo.launch()