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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 pipeline
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# Load the summarization & translation model pipeline
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tran_sum_pipe = pipeline("translation", model='utrobinmv/t5_summary_en_ru_zh_base_2048')
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sentiment_pipeline = pipeline("text-classification", model="Howosn/Sentiment_Model")
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# Streamlit application title
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st.title("Emotion analysis")
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st.write("Turn Your Input Into Sentiment Score")
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# Text input for the user to enter the text to analyze
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text = st.text_area("Enter the text", "")
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# Perform analysis result when the user clicks the "Analyse" button
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if st.button("Analyse"):
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# Perform text classification on the input text
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trans_sum = tran_sum_pipe(text)
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result = sentiment_pipeline(trans_sum)
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# Display the analysis result
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st.write("Text:", text)
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st.write("result:", result)
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