app.py

import gradio as gr
from transformers import pipeline

LANGUAGES = ["Spanish", "French", "German"]
default_lang = "Spanish"

title = "🦸TraveLingo"
description = "Your AI-powered native translation buddy"
more_description = "Give 🦸TraveLingo a try and get your English sentence translated to the destination language on the fly!"


pipeline_1 = pipeline("translation", model="Helsinki-NLP/opus-mt-en-es")
pipeline_2 = pipeline("translation", model="Helsinki-NLP/opus-mt-en-fr")
pipeline_3 = pipeline("translation", model="Helsinki-NLP/opus-mt-en-de")


def fn(text, lang_choice):
  if lang_choice=="Spanish":
    return pipeline_1(text)[0]["translation_text"]
  elif lang_choice=="French":
    return pipeline_2(text)[0]["translation_text"]
  elif lang_choice=="German":
    return pipeline_3(text)[0]["translation_text"]


with gr.Blocks() as blocks:
    gr.Markdown("<h1 style='text-align: center; margin-bottom: 1rem'>"
                + title
                + "</h1>")
    gr.Markdown("<h3 style='text-align: center;'>"
                + description
                + "</h3>")
    gr.Markdown("<h5 style='text-align: center; margin-bottom: 1rem'>"
                + more_description
                + "</h3>")
    with gr.Row():# equal_height=False
        with gr.Column():# variant="panel"
            textbox = gr.Textbox(
                label="English Sentence",
                placeholder = "Hi, my name is Harish and I live in Bangalore.",
                max_lines=3,
            )
            radio = gr.Radio(
                label="Destination Language",
                choices=LANGUAGES,
                value=default_lang
            )
            with gr.Row():# mobile_collapse=False
                submit = gr.Button("Translate", variant="primary")
        output = gr.Text(label="Translated Sentence", interactive=False)
    submit.click(
        fn,
        [textbox, radio],
        output,
    )

blocks.launch()