TANVEERMAKHDOOM commited on
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Create app.py

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  1. app.py +44 -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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+ # 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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+
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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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+
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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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+
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+ def main():
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+ st.title("Language Translator")
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+
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+ # User input
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+ input_text = st.text_area("Enter text in English:", "")
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+
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+ # Language selection
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+ target_language = st.selectbox("Select target language:", list(languages.keys()))
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+
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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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+
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+ if __name__ == "__main__":
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+ main()