import streamlit as st from transformers import pipeline classifier = pipeline("sentiment-analysis", model="Donlapark/finetuned_yelp") def main(): st.title("Yelp review") with st.form("text_field"): text = st.text_area('enter some text:') # clicked==True only when the button is clicked clicked = st.form_submit_button("Submit text") if clicked: results = classifier([text]) st.json(results) if __name__ == "__main__": main()