sentiment-analysisapp.py

import streamlit as st
from transformers import pipeline

st.title("Sentiment Analysis App")

# Load sentiment analysis model from Hugging Face
sentiment_analyzer = pipeline("sentiment-analysis")

# User input
sample = st.text_area("Enter a sentence for sentiment analysis:")

# Predict and display result
if st.button("Predict"):
    prediction = sentiment_analyzer(sample)[0]
    st.success(f"Sentiment: {prediction['label']} with confidence: {prediction['score']:.2f}")