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import streamlit as st
import transformers
from transformers import pipeline
# Load translation pipeline (use your fine-tuned model here later)
translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-hi")
# Streamlit page config
st.set_page_config(page_title="Translator", layout="wide")
# Language options
languages = ["English", "Hindi", "Spanish", "Odia", "Telugu"]
# UI starts here
st.markdown("""
<style>
.big-font { font-size:25px !important; font-weight: bold; }
.tab-style { display: flex; gap: 20px; font-size:18px; }
.tab-style div { cursor: pointer; }
.output-box { background-color: #f9f9f9; padding: 20px; border-radius: 10px; min-height: 300px; font-size: 22px; }
.copy-button { margin-top: 10px; }
</style>
""", unsafe_allow_html=True)
# Create two columns
col1, col2 = st.columns(2)
with col1:
# Detected Language Dropdown
source_lang = st.selectbox("Detected Language", languages, index=0)
# Text input
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
translate_button = st.button("Translate", use_container_width=True)
with col2:
# Target Language Dropdown
target_lang = st.selectbox("Translate To", languages, index=1)
if translate_button and user_input:
# Right now, not actually changing based on languages selected
# You can later map different models based on selected languages
translated_text = translator(user_input, max_length=400)[0]['translation_text']
else:
translated_text = ""
# Show translated text
st.markdown('<div class="output-box">' + (translated_text if translated_text else "") + '</div>', unsafe_allow_html=True)
# Copy and Paraphrase Buttons
if translated_text:
st.button("Copy", use_container_width=True)
st.button("Paraphrase", use_container_width=True)