Translator_App / app.py
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Create app.py
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import streamlit as st
from transformers import pipeline
# Title of the app
st.title("Translator App")
st.write("Translate text between multiple languages using AI!")
# Load translation model
translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-fr") # English to French by default
# Select source and target languages
language_pairs = {
"English β†’ French": "Helsinki-NLP/opus-mt-en-fr",
"French β†’ English": "Helsinki-NLP/opus-mt-fr-en",
"English β†’ German": "Helsinki-NLP/opus-mt-en-de",
"German β†’ English": "Helsinki-NLP/opus-mt-de-en",
}
option = st.selectbox("Choose Language Pair:", list(language_pairs.keys()))
translator = pipeline("translation", model=language_pairs[option])
# Input text box
text = st.text_area("Enter text to translate:")
# Translate button
if st.button("Translate"):
if text:
translated_text = translator(text)[0]["translation_text"]
st.success(f"Translated Text: {translated_text}")
else:
st.warning("Please enter some text to translate!")
# Footer
st.caption("Powered by πŸ€— Hugging Face & Streamlit")