app.py

from transformers import pipeline
import gradio as gr

# Load the translation pipeline
translator = pipeline("translation_en_to_fr", model="t5-small")

def translate_text(text):
    translation = translator(text)[0]["translation_text"]
    return translation

# Create a Gradio interface
demo = gr.Interface(
    fn=translate_text,
    inputs=gr.Textbox(label="Enter English Text", placeholder="Type something..."),
    outputs=gr.Textbox(label="French Translation"),
    title="English to French Translator",
    description="Translate English text to French using T5-small.",
    examples=[["Machine learning is amazing."], ["Hello, how are you?"]]
)

# Launch the app
demo.launch()