Create app.py
Browse files
app.py
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import streamlit as st
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from transformers import pipeline
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# Initialize the translation pipeline from Hugging Face
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translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-ROMANCE")
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# Define a list of languages for user selection
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languages = {
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"French": "fr",
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"German": "de",
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"Spanish": "es",
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"Italian": "it",
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"Portuguese": "pt",
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"Dutch": "nl",
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"Russian": "ru",
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"Chinese": "zh",
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"Japanese": "ja",
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"Korean": "ko"
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}
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def translate_text(text, target_lang):
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translated = translator(text, target_lang)
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return translated[0]['translation_text']
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def main():
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st.title("Language Translator")
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# User input
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input_text = st.text_area("Enter text in English:", "")
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# Language selection
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target_language = st.selectbox("Select target language:", list(languages.keys()))
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if st.button("Translate"):
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if input_text:
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target_lang_code = languages[target_language]
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result = translate_text(input_text, target_lang_code)
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st.write(f"Translation ({target_language}):")
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st.write(result)
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else:
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st.warning("Please enter some text to translate.")
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if __name__ == "__main__":
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main()
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