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Update app.py
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app.py
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@@ -11,7 +11,7 @@ def load_model(model_name):
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st.title("Language Translation App")
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st.subheader("Translate multiple languages instantly!")
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# Available languages
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languages = {
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'Azerbaijani': 'az',
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'English': 'en',
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@@ -26,25 +26,32 @@ languages = {
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input_lang = st.selectbox("Select Input Language:", list(languages.keys()))
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output_lang = st.selectbox("Select Output Language:", list(languages.keys()))
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st.title("Language Translation App")
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st.subheader("Translate multiple languages instantly!")
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# Available languages
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languages = {
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'Azerbaijani': 'az',
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'English': 'en',
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input_lang = st.selectbox("Select Input Language:", list(languages.keys()))
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output_lang = st.selectbox("Select Output Language:", list(languages.keys()))
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# Ensure input and output languages are not the same
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if input_lang == output_lang:
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st.error("Input and output languages must be different.")
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else:
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# Prepare model name
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model_name = f"Helsinki-NLP/opus-mt-{languages[input_lang]}-{languages[output_lang]}"
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try:
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# Load model and tokenizer
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model, tokenizer = load_model(model_name)
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# User input for text to translate
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text_to_translate = st.text_area("Enter text to translate:")
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# Translation functionality
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if st.button("Translate"):
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if text_to_translate:
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# Tokenize and translate the input text
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inputs = tokenizer(text_to_translate, return_tensors="pt", padding=True)
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translated = model.generate(**inputs)
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translated_text = tokenizer.decode(translated[0], skip_special_tokens=True)
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# Show the result
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st.subheader("Translated Text:")
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st.write(translated_text)
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else:
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st.error("Please enter some text to translate.")
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except Exception as e:
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st.error(f"An error occurred: {e}")
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