app.py

import streamlit as st
from transformers import AutoTokenizer, AutoModelForSequenceClassification, pipeline

# Load the tokenizer and model
tokenizer = AutoTokenizer.from_pretrained("OatNapat/finetuned_yelp")
model = AutoModelForSequenceClassification.from_pretrained("OatNapat/finetuned_yelp")

# Create a sentiment analysis pipeline with the explicit tokenizer
nlp = pipeline("sentiment-analysis", model=model, tokenizer=tokenizer)

st.title("Sentiment Analysis App")
user_input = st.text_input("ป้อนประโยคเพื่อวิเคราะห์ความรู้สึก:")