import streamlit as st
from transformers import pipeline
# Language pair to model mapping
model_mapping = {
("English", "Hindi"):"zoya23/en-hi-translation # "Helsinki-NLP/opus-mt-en-hi",
("Hindi", "English"): "TestZee/Finetuned-hindi-to-english-V5", # "TestZee/Finetuned-hindi-to-english-V5"
}
# Streamlit page config
st.set_page_config(page_title="Translator", layout="wide")
# Only allowed languages
languages = ["English", "Hindi"]
# UI
st.markdown("""
""", unsafe_allow_html=True)
# Two columns
col1, col2 = st.columns(2)
with col1:
source_lang = st.selectbox("Detected Language", languages, index=0)
st.markdown('
Enter your text:
', unsafe_allow_html=True)
user_input = st.text_area("", "hi how are you", height=250)
translate_button = st.button("Translate", use_container_width=True)
with col2:
target_lang = st.selectbox("Translate To", languages, index=1)
if translate_button and user_input:
if (source_lang, target_lang) in model_mapping:
model_name = model_mapping[(source_lang, target_lang)]
translator = pipeline("translation", model=model_name)
translated_text = translator(user_input, max_length=400)[0]['translation_text']
else:
translated_text = "❌ Translation not available for selected language pair."
else:
translated_text = ""
st.markdown('' + (translated_text if translated_text else "") + '
', unsafe_allow_html=True)
if translated_text and "❌" not in translated_text:
st.button("Copy", use_container_width=True)
st.button("Paraphrase", use_container_width=True)