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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 MarianMTModel, MarianTokenizer
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# Define available languages with MarianMT models
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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(src_lang='en', tgt_lang='es'):
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@@ -31,27 +47,64 @@ def translate_text(model, tokenizer, text):
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translated_text = tokenizer.decode(translated[0], skip_special_tokens=True)
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return translated_text
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# Input text
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text = st.text_area("Enter text in English to translate:")
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if st.button("Translate"):
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if text:
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# Display the translation
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st.
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else:
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import streamlit as st
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from transformers import MarianMTModel, MarianTokenizer
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from PIL import Image
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# Define available languages with MarianMT models
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LANGUAGES = {
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'Russian': 'ru',
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'Italian': 'it',
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'Portuguese': 'pt',
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}
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# Load a background image for the app
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def add_bg_image(image_path):
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with open(image_path, "rb") as f:
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data = f.read()
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st.markdown(
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f"""
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<style>
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.stApp {{
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background-image: url(data:image/{"png"};base64,{data.encode("base64").decode()});
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background-size: cover;
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}}
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</style>
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""",
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unsafe_allow_html=True
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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(src_lang='en', tgt_lang='es'):
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translated_text = tokenizer.decode(translated[0], skip_special_tokens=True)
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return translated_text
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# Load the background image
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add_bg_image("path_to_your_image.png") # You need to provide your image
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# Streamlit app layout
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st.markdown("<h1 style='text-align: center; color: #4B9CD3;'>π Multilingual Translator π</h1>", unsafe_allow_html=True)
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st.markdown("<p style='text-align: center; color: #333; font-size: 18px;'>Translate English text into multiple languages</p>", unsafe_allow_html=True)
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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(LANGUAGES.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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st.sidebar.write("2. Select the target language from the options.")
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st.sidebar.write("3. Click **Translate** to get the result.")
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# Input text
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text = st.text_area("Enter text in English to translate:", height=150)
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# Character count
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st.write(f"Character count: {len(text)}")
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# Button to translate
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if st.button("Translate"):
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if text:
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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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tgt_lang = LANGUAGES[language]
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model, tokenizer = load_model('en', tgt_lang)
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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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