Update 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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#
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st.
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# Sidebar for user input
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st.sidebar.header("Translation Settings")
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"
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)
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"Target Language
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["en", "fr", "es", "de", "zh", "ar", "hi"] # Add more as needed
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# Text input
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if st.button("Translate"):
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if text.strip():
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try:
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# Load translation model
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# Translate text
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st.success("Translation Completed!")
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st.
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except Exception as e:
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st.error(f"An error occurred: {e}")
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else:
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st.warning("Please enter some text to translate
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import streamlit as st
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from transformers import pipeline
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# Set page configuration
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st.set_page_config(
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page_title="Multilingual Text Translator",
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page_icon="π",
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layout="centered",
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)
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# Title and Description
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st.title("π Multilingual Text Translator")
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st.write("Translate text seamlessly across multiple languages with ease!")
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# Add some spacing and styling
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st.markdown(
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"""
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<style>
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.stSidebar .css-1d391kg {background-color: #f0f2f6;}
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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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# Sidebar for user input
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st.sidebar.header("π Translation Settings")
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languages = {
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"English": "en",
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"French": "fr",
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"Spanish": "es",
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"German": "de",
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"Chinese": "zh",
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"Arabic": "ar",
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"Hindi": "hi"
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}
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source_language_full = st.sidebar.selectbox(
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"Source Language", list(languages.keys())
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)
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target_language_full = st.sidebar.selectbox(
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"Target Language", list(languages.keys())
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source_language = languages[source_language_full]
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target_language = languages[target_language_full]
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# Text input
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st.subheader("Enter the text you want to translate:")
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text = st.text_area("Type or paste your text below:", height=150)
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if st.button("π Translate Now!"):
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if text.strip():
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try:
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# Load translation model
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st.spinner("Loading translation model...")
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translator = pipeline(
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"translation", model=f"Helsinki-NLP/opus-mt-{source_language}-{target_language}"
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)
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# Translate text
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with st.spinner("Translating..."):
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translation = translator(text, max_length=400)[0]["translation_text"]
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st.success("β
Translation Completed!")
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st.subheader("Translated Text:")
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st.write(f"### {translation}")
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except ImportError:
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st.error(
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"β οΈ Required library `sentencepiece` is missing. "
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"Please make sure to include it in your dependencies."
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)
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except Exception as e:
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st.error(f"β An unexpected error occurred: {e}")
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else:
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st.warning("β οΈ Please enter some text to translate!")
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# Footer
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st.markdown(
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"""
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---
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π Developed with β€οΈ using [Streamlit](https://streamlit.io) and [Hugging Face](https://huggingface.co)
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"""
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)
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