Alyaboelnasr 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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+ # Initialize the language detection pipeline
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+ language_detector = pipeline("text-classification", model="papluca/xlm-roberta-base-language-detection")
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+
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+ # Function to detect language
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+ def detect_language(sentence):
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+ result = language_detector(sentence)
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+ return result[0]['label']
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+
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+ # Gradio interface
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+ iface = gr.Interface(
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+ fn=detect_language,
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+ inputs=gr.Textbox(label="Input Sentence"),
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+ outputs=gr.Textbox(label="Detected Language")
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+ )
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+
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+ # Launch the interface
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+ iface.launch()