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Create app.py
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import streamlit as st
from transformers import pipeline
# Load translation pipeline (placeholder - you can load your fine-tuned model here)
translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-hi")
# Set Streamlit page config
st.set_page_config(page_title="Translator", layout="wide")
# UI Design 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)
st.markdown('<div class="tab-style"><div>English - Detected</div><div>Hindi</div><div>English</div><div>Spanish</div><div>All (50)</div></div>', unsafe_allow_html=True)
st.markdown("---")
# Create two columns
col1, col2 = st.columns(2)
with col1:
st.markdown('<div class="big-font">hi how are you</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:
if translate_button and user_input:
# Translate text
translated_text = translator(user_input, max_length=400)[0]['translation_text']
else:
translated_text = ""
st.markdown('<div class="output-box">' + (translated_text if translated_text else "") + '</div>', unsafe_allow_html=True)
if translated_text:
st.button("Copy", use_container_width=True)
st.button("Paraphrase", use_container_width=True)