LangTranslator / app.py
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import streamlit as st
from transformers import pipeline
# Function to load translation pipeline
@st.cache_resource
def load_translator(target_language):
model_name = f"Helsinki-NLP/opus-mt-en-{target_language}"
return pipeline("translation", model=model_name)
# Supported languages
supported_languages = {
"fr": "French",
"es": "Spanish",
"de": "German",
"zh": "Chinese",
"hi": "Hindi",
"ar": "Arabic",
"ru": "Russian",
"ja": "Japanese",
"ko": "Korean",
"it": "Italian",
}
# Streamlit App
st.title("🌍 Language Translator App")
st.write("Translate text from English to any supported language using Hugging Face models.")
# User input for text
input_text = st.text_area("Enter text in English:", placeholder="Type here...")
# Dropdown to select target language
target_language = st.selectbox(
"Select target language:",
options=list(supported_languages.keys()),
format_func=lambda lang: f"{supported_languages[lang]} ({lang})",
)
# Translate button
if st.button("Translate"):
if not input_text.strip():
st.error("❌ Please enter some text to translate.")
else:
try:
st.info("⏳ Translating...")
translator = load_translator(target_language)
translation = translator(input_text)[0]["translation_text"]
st.success("βœ… Translated Text:")
st.write(translation)
except Exception as e:
st.error(f"⚠️ An error occurred: {str(e)}")