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