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Update app.py
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app.py
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@@ -1,25 +1,20 @@
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import streamlit as st
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from transformers import MarianMTModel, MarianTokenizer
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# Define available languages
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'Russian': 'ru',
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'Italian': 'it',
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'Portuguese': 'pt',
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# Add more languages if needed
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}
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# Function to load the model based on the selected language
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@st.cache_resource
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def load_model(
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model_name = f'Helsinki-NLP/opus-mt-{src_lang}-{tgt_lang}'
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model = MarianMTModel.from_pretrained(model_name)
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tokenizer = MarianTokenizer.from_pretrained(model_name)
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return model, tokenizer
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@@ -37,7 +32,7 @@ st.markdown("<p style='text-align: center; color: #333; font-size: 18px;'>Transl
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# Sidebar for language selection and instructions
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st.sidebar.title("Language Options")
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language = st.sidebar.selectbox("Choose target language", list(
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st.sidebar.markdown("### How to use")
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st.sidebar.write("1. Enter English text in the box below.")
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@@ -56,36 +51,17 @@ if st.button("Translate"):
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# Show a spinner during the translation process
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with st.spinner('Translating...'):
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# Load model and tokenizer based on selected language
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model, tokenizer = load_model(
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# Perform translation
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translated_text = translate_text(model, tokenizer, text)
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# Display the translation
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st.markdown("<h3 style='color: #4B9CD3;'>Translated Text:</h3>", unsafe_allow_html=True)
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st.success(translated_text)
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else:
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st.error("Please enter text to translate.")
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# Footer with styling
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st.markdown(
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"""
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<style>
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footer {visibility: hidden;}
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.footer-text {
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position: fixed;
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bottom: 0;
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left: 0;
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right: 0;
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background-color: #f9f9f9;
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padding: 10px;
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text-align: center;
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color: #4B9CD3;
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font-weight: bold;
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}
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</style>
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<div class="footer-text">Powered by Hugging Face Transformers</div>
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""",
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unsafe_allow_html=True
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)
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import streamlit as st
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from transformers import MarianMTModel, MarianTokenizer
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# Define available target languages and their Hugging Face model names
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language_options = {
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"French": "Helsinki-NLP/opus-mt-en-fr",
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"German": "Helsinki-NLP/opus-mt-en-de",
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"Spanish": "Helsinki-NLP/opus-mt-en-es",
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"Italian": "Helsinki-NLP/opus-mt-en-it",
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"Dutch": "Helsinki-NLP/opus-mt-en-nl",
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"Urdu": "Helsinki-NLP/opus-mt-en-ur", # Urdu language model
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# Add more languages as needed
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}
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# Function to load the model based on the selected language
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@st.cache_resource
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def load_model(model_name):
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model = MarianMTModel.from_pretrained(model_name)
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tokenizer = MarianTokenizer.from_pretrained(model_name)
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return model, tokenizer
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# Sidebar for language selection and instructions
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st.sidebar.title("Language Options")
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language = st.sidebar.selectbox("Choose target language", list(language_options.keys()))
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st.sidebar.markdown("### How to use")
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st.sidebar.write("1. Enter English text in the box below.")
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# Show a spinner during the translation process
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with st.spinner('Translating...'):
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# Load model and tokenizer based on selected language
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model_name = language_options[language]
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model, tokenizer = load_model(model_name)
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# Perform translation
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translated_text = translate_text(model, tokenizer, text)
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# Display the translation
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st.markdown(f"<h3 style='color: #4B9CD3;'>Translated Text ({language}):</h3>", unsafe_allow_html=True)
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st.success(translated_text)
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else:
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st.error("Please enter text to translate.")
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unsafe_allow_html=True
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)
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