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import streamlit as st | |
from transformers import pipeline | |
pipe=pipeline('sentiment-analysis') | |
# Set the title | |
st.title("Sentiment Analysis") | |
# Using 'form' to group input elements together | |
with st.form("sentiment Analysis"): | |
# Input for text to analyze sentiment | |
text = st.text_area("Enter text for sentiment analysis:") | |
# Add a button to analyze sentiment | |
submit_button = st.form_submit_button("Analyze Sentiment") | |
# Check if the form was submitted | |
if text and submit_button: | |
out = pipe(text) | |
result = out[0] # Assuming you want the first result if multiple are returned | |
sentiment = result["label"] | |
score = round(result["score"], 2) # Round the score to two decimal places | |
st.write(f"Sentiment: {sentiment}") | |
st.write(f"Sentiment Score: {score}") | |
# else: | |
# st.error("Error: Something went wrong. Please try again...") | |