Spaces:
Sleeping
Sleeping
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) | |