app.py

import streamlit as st
from transformers import pipeline

# Load the translation pipeline
translator = pipeline("translation_en_to_es", model="Helsinki-NLP/opus-mt-en-es")

# Set the Streamlit app title
st.title("Machine Translation with Hugging Face")

# Define the input text area
input_text = st.text_area("Enter text in English to translate to Spanish:", height=200)

# Define the translate button
translate_button = st.button("Translate")

# If the translate button is clicked
if translate_button:
    # Translate the input text
    output_text = translator(input_text, max_length=1000)[0]['translation_text']
    # Display the output text
    st.text_area("Translated text in Spanish:", value=output_text, height=200)