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Create app.py

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  1. app.py +52 -0
app.py ADDED
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+ import streamlit as st
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+ from transformers import pipeline
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+
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+ # Language pair to model mapping
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+ model_mapping = {
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+ ("English", "Hindi"):"Helsinki-NLP/opus-mt-en-hi", # "Helsinki-NLP/opus-mt-en-hi",
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+ ("Hindi", "English"): "TestZee/Finetuned-hindi-to-english-V5", # "TestZee/Finetuned-hindi-to-english-V5",
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+ ("English", "Telugu"):"hima06varshini/TeluguTranslatica", # "harshitha2406/English_to_Telugu",not working
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+ ("Telugu", "English"):"hima06varshini/TeluguTranslatica", # "ai4bharat/indic-translator-te-en",not working
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+ }
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+
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+ # Streamlit page config
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+ st.set_page_config(page_title="Translator", layout="wide")
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+
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+ # Only allowed languages
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+ languages = ["English", "Hindi", "Telugu"]
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+
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+ # UI
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+ st.markdown("""
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+ <style>
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+ .big-font { font-size:25px !important; font-weight: bold; }
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+ .output-box { background-color: #f9f9f9; padding: 20px; border-radius: 10px; min-height: 300px; font-size: 22px; }
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+ </style>
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+ """, unsafe_allow_html=True)
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+
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+ # Two columns
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+ col1, col2 = st.columns(2)
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+
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+ with col1:
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+ source_lang = st.selectbox("Detected Language", languages, index=0)
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+ st.markdown('<div class="big-font">Enter your text:</div>', unsafe_allow_html=True)
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+ user_input = st.text_area("", "hi how are you", height=250)
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+ translate_button = st.button("Translate", use_container_width=True)
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+
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+ with col2:
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+ target_lang = st.selectbox("Translate To", languages, index=1)
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+
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+ if translate_button and user_input:
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+ if (source_lang, target_lang) in model_mapping:
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+ model_name = model_mapping[(source_lang, target_lang)]
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+ translator = pipeline("translation", model=model_name)
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+ translated_text = translator(user_input, max_length=400)[0]['translation_text']
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+ else:
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+ translated_text = "❌ Translation not available for selected language pair."
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+ else:
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+ translated_text = ""
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+
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+ st.markdown('<div class="output-box">' + (translated_text if translated_text else "") + '</div>', unsafe_allow_html=True)
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+
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+ if translated_text and "❌" not in translated_text:
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+ st.button("Copy", use_container_width=True)
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+ st.button("Paraphrase", use_container_width=True)