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Update app.py
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app.py
CHANGED
@@ -4,34 +4,37 @@ from transformers import pipeline
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from datetime import datetime
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# ================================
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#
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# ================================
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@st.cache_resource
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def load_translation_pipelines():
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"""
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Load and cache translation pipelines to avoid reloading on every interaction.
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"""
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return {'enja': enja, 'jaen': jaen, 'zhja': zhja}
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except Exception as e:
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st.error(f"Error loading translation models: {e}")
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return {}
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# Load the translation models
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# ================================
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# Streamlit Application Layout
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# ================================
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st.set_page_config(
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page_title="Multi-Language Translator",
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layout="centered",
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initial_sidebar_state="auto",
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)
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st.title("๐ Multi-Language Translator")
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# Initialize session state for CSV creation flag
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from datetime import datetime
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# ================================
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# Streamlit Page Configuration
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# ================================
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st.set_page_config(
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page_title="๐ Multi-Language Translator",
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layout="centered",
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initial_sidebar_state="auto",
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)
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# ================================
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# Cache the Translation Pipelines
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# ================================
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@st.cache_resource
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def load_translation_pipelines():
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"""
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Load and cache translation pipelines to avoid reloading on every interaction.
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"""
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enja = pipeline("translation", model="staka/fugumt-en-ja")
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jaen = pipeline("translation", model="staka/fugumt-ja-en")
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zhja = pipeline("translation", model="Helsinki-NLP/opus-mt-tc-big-zh-ja")
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return {'enja': enja, 'jaen': jaen, 'zhja': zhja}
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# Load the translation models
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try:
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session_models = load_translation_pipelines()
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except Exception as e:
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st.error(f"Error loading translation models: {e}")
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session_models = {}
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# ================================
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# Streamlit Application Layout
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# ================================
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st.title("๐ Multi-Language Translator")
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# Initialize session state for CSV creation flag
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