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Create app.py
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from transformers import pipeline
import gradio as gr
Translate = pipeline("translation_en_to_fr", model="shashankheg/my_opus_books_model")
def QA(English_input):
result=Translate(English_input)
for i in result :
op=i['translation_text']
return op
js = """
function createGradioAnimation() {
var container = document.createElement('div');
container.id = 'gradio-animation';
container.style.fontSize = '2em';
container.style.fontWeight = 'bold';
container.style.textAlign = 'center';
container.style.marginBottom = '20px';
container.style.color='#d3dfe2';
container.style.padding = '10px';
container.style.borderRadius = '5px';
var text = 'Translation using Google T5';
for (var i = 0; i < text.length; i++) {
(function(i){
setTimeout(function(){
var letter = document.createElement('span');
letter.style.opacity = '0';
letter.style.transition = 'opacity 0.5s';
letter.innerText = text[i];
container.appendChild(letter);
setTimeout(function() {
letter.style.opacity = '3';
}, 50);
}, i * 250);
})(i);
}
var gradioContainer = document.querySelector('.gradio-container');
gradioContainer.insertBefore(container, gradioContainer.firstChild);
return 'Animation created';
}
"""
custom_css = """
body {
background-color: #d2d9db; /* Light blue background */
}
"""
with gr.Blocks(js=js,css=".gradio-container {background-color: #d2d9db}") as demo:
gr.HTML("<center><h1>🌍 Language Translator from English to French</h1></center>")
inp = gr.Textbox(label="English Text",placeholder="English Text here:")
out = gr.Textbox(label='French Translation')
theme=gr.themes.Soft()
inp.change(QA, inp, out)
demo.launch()