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import streamlit as st
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from transformers import pipeline
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from textblob import TextBlob
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pipe = pipeline('sentiment-analysis')
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st.title("Sentiment Analysis")
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st.subheader("Which framework would you like to use for sentiment analysis?")
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option = st.selectbox('Choose Framework:',('Transformers', 'TextBlob'))
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st.subheader("Enter the text you want to analyze")
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text = st.text_input('Enter text:')
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if option == 'Transformers':
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out = pipe(text)
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else:
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out = TextBlob(text)
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out = out.sentiment
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st.write("Sentiment of Text: ")
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st.write(out) |