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Create 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("translation", model="t5-base")
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def translate(text, target_language):
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return pipe(text, target_language=target_language)[0]["translation_text"]
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with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column():
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english = gr.Textbox(label="English text")
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language_select = gr.Dropdown(label="Translate to", choices=["German", "French", "Lao"])
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translate_btn = gr.Button(label="Translate")
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with gr.Column():
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translated = gr.Textbox(label="Translated Text")
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def translate_callback():
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target_language = "de" if language_select.value == "German" else "fr" if language_select.value == "French" else "lo"
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translated.value = translate(english.value, target_language)
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translate_btn.onclick(translate_callback)
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examples = gr.Examples(
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examples=["Welcome, please select your language.", "Thank you!"],
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inputs=[english])
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demo.launch()
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