Nazia Nafis commited on
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aecf7b3
1 Parent(s): 48a6c4f

Create app.py

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  1. app.py +20 -0
app.py ADDED
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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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+
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+ pipe = pipeline('sentiment-analysis')
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+ st.title("Hugging Face Sentiment Analysis Spaces Example")
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+ st.subheader("What framework would you like to use for Sentiment Analysis")
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+ #Picking what NLP task you want to do
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+ option = st.selectbox('Framework',('Transformers', 'TextBlob')) #option is stored in this variable
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+ #Textbox for text user is entering
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+ st.subheader("Enter the text you'd like to analyze.")
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+ text = st.text_input('Enter text') #text is stored in this variable
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+
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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)