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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) | |