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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) | |