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Update app.py
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app.py
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@@ -1,18 +1,20 @@
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import gradio as gr
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from transformers import pipeline
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def translate_transformers(text, target_language):
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-
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translation = translator(text, max_length=4000)
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return translation[0]['translation_text']
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interface = gr.Interface(
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fn=translate_transformers,
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inputs=[
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gr.
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gr.
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],
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outputs=gr.
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)
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interface.launch()
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import gradio as gr
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from transformers import pipeline
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from langdetect import detect
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def translate_transformers(text, target_language):
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source_language = detect(text)
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translator = pipeline("translation", model=f"Helsinki-NLP/opus-mt-{source_language}-{target_language}")
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translation = translator(text, max_length=4000)
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return translation[0]['translation_text']
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interface = gr.Interface(
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fn=translate_transformers,
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inputs=[
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gr.inputs.Textbox(label="Text to translate"),
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gr.inputs.Dropdown(["en", "fr", "de", "es", "ar", "zh-cn", "zh-tw", "nl", "hi", "it", "ja", "ko", "pt", "ru", "tr"], label="Target Language")
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],
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outputs=gr.outputs.Textbox(label="Translation")
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)
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interface.launch()
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