vm567
Code update
e4f7197 unverified
import streamlit as st
from transformers import pipeline
# Load the sentiment analysis model from Hugging Face
classifier = pipeline('sentiment-analysis')
# Create a Streamlit app
st.title('Sentiment Analysis with Hugging Face')
st.write('Enter some text and we will predict its sentiment!')
# Add a text input box for the user to enter text
input_text = st.text_input('Enter text here')
# When the user submits text, run the sentiment analysis model on it
if st.button('Submit'):
# Predict the sentiment of the text using the Hugging Face model
sentiment_result = classifier(input_text)[0]['label']
# Display the sentiment prediction to the user
st.write(f'Sentiment: {sentiment_result}')