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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(""" | |
<style> | |
.big-font { font-size:25px !important; font-weight: bold; } | |
.output-box { background-color: #f9f9f9; padding: 20px; border-radius: 10px; min-height: 300px; font-size: 22px; } | |
</style> | |
""", unsafe_allow_html=True) | |
# Two columns | |
col1, col2 = st.columns(2) | |
with col1: | |
source_lang = st.selectbox("Detected Language", languages, index=0) | |
st.markdown('<div class="big-font">Enter your text:</div>', 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 = "β Translation not available for selected language pair." | |
else: | |
translated_text = "" | |
st.markdown('<div class="output-box">' + (translated_text if translated_text else "") + '</div>', unsafe_allow_html=True) | |
if translated_text and "β" not in translated_text: | |
st.button("Copy", use_container_width=True) | |
st.button("Paraphrase", use_container_width=True) | |