app.py

import streamlit as st
from transformers import pipeline

classifier = pipeline("sentiment-analysis", model="michellejieli/emotion_text_classifier")

st.title("Emotion in Text Classifier")
st.write("Enter any sentence, and the model will predict the expressed emotion in it!")

user_input = st.text_area("Type your prompt here.", "...")

if st.button("Predict Emotion"):
        result = classifier(user_input)
        emotion = result[0]['label']
        score = result[0]['score']
        
        st.write(f"**Predicted Emotion:** {emotion}")
        st.write(f"**Confidence Score:** {score:.2f}")