utils/translator.py

import os
from transformers import pipeline

def translate_text(text):
    token = os.getenv("HF_TOKEN")
    translator = pipeline(
        "translation",
        model="Helsinki-NLP/opus-mt-tr-en",
        use_auth_token=token
    )
    result = translator(text, max_length=400)
    return result[0]['translation_text']