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Update app.py
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app.py
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@@ -1,6 +1,8 @@
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import streamlit as st
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from transformers import MarianMTModel, MarianTokenizer
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# Function to load model and tokenizer based on selected languages
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def load_model_and_tokenizer(src_lang, tgt_lang):
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model_name = f"Helsinki-NLP/opus-mt-{src_lang}-{tgt_lang}"
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@@ -18,7 +20,6 @@ def translate_text(text, model, tokenizer):
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st.title("Language Translator App")
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st.write("Translate text between multiple languages using open-source models.")
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# Language options (expand this list based on available models)
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languages = {
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"English": "en",
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"French": "fr",
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"Chinese": "zh"
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}
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# Language selection
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source_language = st.selectbox("Select Input Language:", options=list(languages.keys()))
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target_language = st.selectbox("Select Output Language:", options=list(languages.keys()))
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# Check if source and target languages are different
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if source_language == target_language:
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st.warning("Input and output languages must be different.")
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else:
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src_lang_code = languages[source_language]
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tgt_lang_code = languages[target_language]
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# Load model and tokenizer
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with st.spinner("Loading translation model..."):
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model, tokenizer = load_model_and_tokenizer(src_lang_code, tgt_lang_code)
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import streamlit as st
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from transformers import MarianMTModel, MarianTokenizer
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st.set_page_config(page_title="Language Translator", layout="wide")
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# Function to load model and tokenizer based on selected languages
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def load_model_and_tokenizer(src_lang, tgt_lang):
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model_name = f"Helsinki-NLP/opus-mt-{src_lang}-{tgt_lang}"
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st.title("Language Translator App")
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st.write("Translate text between multiple languages using open-source models.")
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languages = {
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"English": "en",
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"French": "fr",
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"Chinese": "zh"
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}
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source_language = st.selectbox("Select Input Language:", options=list(languages.keys()))
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target_language = st.selectbox("Select Output Language:", options=list(languages.keys()))
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if source_language == target_language:
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st.warning("Input and output languages must be different.")
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else:
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src_lang_code = languages[source_language]
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tgt_lang_code = languages[target_language]
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with st.spinner("Loading translation model..."):
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model, tokenizer = load_model_and_tokenizer(src_lang_code, tgt_lang_code)
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col1, col2 = st.columns(2)
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with col1:
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text_to_translate = st.text_area("Enter text to translate:", height=300)
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with col2:
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if st.button("Translate"):
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if text_to_translate.strip():
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with st.spinner("Translating..."):
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translated_text = translate_text(text_to_translate, model, tokenizer)
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st.success("Translation Completed!")
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st.text_area("Translated Text:", value=translated_text, height=300)
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else:
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st.error("Please enter text to translate.")
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