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import gradio as gr | |
from transformers import pipeline | |
import pyperclip | |
zh_en_translator = pipeline("translation", model="Helsinki-NLP/opus-mt-zh-en") | |
en_zh_translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-zh") | |
def translate_zh_to_en(text): | |
translation = zh_en_translator(text) | |
return translation[0]['translation_text'] | |
def translate_en_to_zh(text): | |
translation = en_zh_translator(text) | |
return translation[0]['translation_text'] | |
def swap_text(input_text, output_text): | |
return output_text, input_text | |
with gr.Blocks() as demo: | |
input_text = gr.Textbox(lines=2, placeholder="Enter text here...", label="Input Text") | |
output_text = gr.Textbox(lines=2, label="Translated Text") | |
with gr.Row(): | |
zh_to_en_button = gr.Button("Chinese to English") | |
en_to_zh_button = gr.Button("English to Chinese") | |
swap_button = gr.Button("Swap") | |
zh_to_en_button.click(translate_zh_to_en, inputs=input_text, outputs=output_text) | |
en_to_zh_button.click(translate_en_to_zh, inputs=input_text, outputs=output_text) | |
swap_button.click(swap_text, inputs=[input_text, output_text], outputs=[input_text, output_text]) | |
demo.launch() |