app.py

import streamlit as st
from transformers import pipeline

# Buat title pada web apps
st.title("Sentiment Analysis App")
st.markdown("You can input 8 different language: arabic, english, french, german, hindi, italian,  portuguese, spanish")

# Buat text input dari user
text = st.text_input("Enter text here", "I love you")

# Model initiate
pipeline = pipeline(task='text-classification', model='cardiffnlp/twitter-xlm-roberta-base-sentiment-multilingual')

if st.button("Analyze"):
    result = pipeline(text)
    sentiment = result['label']
    score = result['score']
    st.write(f"Sentiment: {sentiment}")
    if score is not None:
        st.write(f"Score: {score}")