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Update app.py
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app.py
CHANGED
@@ -1,18 +1,13 @@
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streamlit
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transformers
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torch
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sentencepiece
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sacremoses
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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.cache_resource
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def load_translator():
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# Supported languages
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supported_languages = {
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"fr": "French",
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"es": "Spanish",
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@@ -27,27 +22,29 @@ supported_languages = {
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}
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# Streamlit App
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st.title("Language Translator App")
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st.write("Translate text from English to
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#
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input_text = st.text_area("Enter text in English:", placeholder="Type here...")
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#
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target_language = st.selectbox(
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"Select target language:",
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options=list(supported_languages.keys()),
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format_func=lambda lang: supported_languages[lang],
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)
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# Translate button
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if st.button("Translate"):
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if input_text.strip()
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st.error("Please enter text to translate.")
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else:
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import streamlit as st
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from transformers import pipeline
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# Function to load translation pipeline
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@st.cache_resource
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def load_translator(target_language):
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model_name = f"Helsinki-NLP/opus-mt-en-{target_language}"
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return pipeline("translation", model=model_name)
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# Supported languages
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supported_languages = {
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"fr": "French",
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"es": "Spanish",
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}
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# Streamlit App
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st.title("🌍 Language Translator App")
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st.write("Translate text from English to any supported language using Hugging Face models.")
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# User input for text
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input_text = st.text_area("Enter text in English:", placeholder="Type here...")
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# Dropdown to select target language
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target_language = st.selectbox(
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"Select target language:",
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options=list(supported_languages.keys()),
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format_func=lambda lang: f"{supported_languages[lang]} ({lang})",
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)
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# Translate button
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if st.button("Translate"):
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if not input_text.strip():
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st.error("❌ Please enter some text to translate.")
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else:
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try:
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st.info("⏳ Translating...")
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translator = load_translator(target_language)
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translation = translator(input_text)[0]["translation_text"]
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st.success("✅ Translated Text:")
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st.write(translation)
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except Exception as e:
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st.error(f"⚠️ An error occurred: {str(e)}")
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