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import streamlit as st | |
from transformers import pipeline | |
st.title('Sentiment Analyser App') | |
st.write('Welcome to my sentiment analysis app!') | |
form = st.form(key='sentiment-form') | |
user_input = form.text_area('Enter your text') | |
submit = form.form_submit_button('Submit') | |
classifier = pipeline("sentiment-analysis") | |
result = classifier(user_input)[0] | |
label = result['label'] | |
score = result['score'] | |
if submit: | |
classifier = pipeline("sentiment-analysis") | |
result = classifier(user_input)[0] | |
label = result['label'] | |
score = result['score'] | |
if label == 'POSITIVE': | |
st.success(f'{label} sentiment (score: {score})') | |
else: | |
st.error(f'{label} sentiment (score: {score})') |