app.py

import streamlit as st
from transformers import MarianMTModel, MarianTokenizer

# Define available models for translation
models = {
    "French": "Helsinki-NLP/opus-mt-en-fr",
    "German": "Helsinki-NLP/opus-mt-en-de",
    "Spanish": "Helsinki-NLP/opus-mt-en-es",
    "Italian": "Helsinki-NLP/opus-mt-en-it",
    "Portuguese": "Helsinki-NLP/opus-mt-en-pt",
    "Dutch": "Helsinki-NLP/opus-mt-en-nl",
    "Russian": "Helsinki-NLP/opus-mt-en-ru",
    "Chinese": "Helsinki-NLP/opus-mt-en-zh",
    "Japanese": "Helsinki-NLP/opus-mt-en-ja",
    "Korean": "Helsinki-NLP/opus-mt-en-ko",
    "Arabic": "Helsinki-NLP/opus-mt-en-ar",
    "Hindi": "Helsinki-NLP/opus-mt-en-hi",
    "Thai": "Helsinki-NLP/opus-mt-en-th",
    "Vietnamese": "Helsinki-NLP/opus-mt-en-vi",
    "Swahili": "Helsinki-NLP/opus-mt-en-sw"
}

def load_model_and_tokenizer(model_name):
    model = MarianMTModel.from_pretrained(model_name)
    tokenizer = MarianTokenizer.from_pretrained(model_name)
    return model, tokenizer

def translate_text(text, target_lang):
    model_name = models.get(target_lang, None)
    if not model_name:
        return "Translation model for the selected language is not available."
    
    try:
        model, tokenizer = load_model_and_tokenizer(model_name)
        inputs = tokenizer(text, return_tensors="pt", padding=True)
        translated = model.generate(**inputs)
        result = tokenizer.decode(translated[0], skip_special_tokens=True)
        return result
    except Exception as e:
        return f"Error during translation: {str(e)}"

def main():
    st.title("Universal Language Translator")
    
    # User input
    input_text = st.text_area("Enter text in English:", "")
    
    # Language selection
    target_language = st.selectbox("Select target language:", list(models.keys()))
    
    if st.button("Translate"):
        if input_text:
            result = translate_text(input_text, target_language)
            st.write(f"Translation ({target_language}):")
            st.write(result)
        else:
            st.warning("Please enter some text to translate.")

if __name__ == "__main__":
    main()