Update app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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pipe = pipeline("text-classification", model="Mike0307/multilingual-e5-language-detection")
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demo.launch()
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import gradio as gr
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from transformers import pipeline
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languages = [
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"Arabic", "Basque", "Breton", "Catalan", "Chinese_China", "Chinese_Hongkong",
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"Chinese_Taiwan", "Chuvash", "Czech", "Dhivehi", "Dutch", "English",
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"Esperanto", "Estonian", "French", "Frisian", "Georgian", "German", "Greek",
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"Hakha_Chin", "Indonesian", "Interlingua", "Italian", "Japanese", "Kabyle",
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"Kinyarwanda", "Kyrgyz", "Latvian", "Maltese", "Mongolian", "Persian", "Polish",
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"Portuguese", "Romanian", "Romansh_Sursilvan", "Russian", "Sakha", "Slovenian",
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"Spanish", "Swedish", "Tamil", "Tatar", "Turkish", "Ukranian", "Welsh"
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]
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pipe = pipeline("text-classification", model="Mike0307/multilingual-e5-language-detection")
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def func(inp):
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result = ''
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for lang in inp:
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result += languages[int(lang['label'][6:])] + ' ' + lang['score'] + '\n'
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return result
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demo = gr.Interface(fn=func, inputs="text", outputs="text")
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demo.launch()
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