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Update app.py
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app.py
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import streamlit as st
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from transformers import pipeline
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# Title and description
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st.title("Language Translator")
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st.markdown("Translate text from English to Spanish using the Hugging Face model `Helsinki-NLP/opus-mt-en-es`.")
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# Load the translation pipeline
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@st.cache_resource
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def load_translator():
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return pipeline("translation_en_to_es", model="Helsinki-NLP/opus-mt-en-es")
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translator = load_translator()
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# Input area for English text
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user_input = st.text_area("Enter text in English:", placeholder="Type something in English...", height=200)
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# Translate button
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if st.button("Translate"):
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if user_input.strip():
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with st.spinner("Translating text..."):
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# Perform translation
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translated = translator(user_input, max_length=100)
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translated_text = translated[0]["translation_text"]
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# Display the translated text
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st.markdown("### Translated Text:")
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st.write(translated_text)
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else:
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st.warning("Please enter some text to translate.")
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# Footer
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st.markdown("---")
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st.markdown("Powered by [Hugging Face Transformers](https://huggingface.co/transformers/) and Streamlit.")
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