| import streamlit as st | |
| from transformers import pipeline | |
| classifier = pipeline("zero-shot-classification", model="MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli") | |
| sequence_to_classify = st.text_input("enter your piece please") | |
| candidate_labels = ["politics", "economy", "entertainment", "environment"] | |
| output = classifier(sequence_to_classify, candidate_labels, multi_label=False) | |
| st.write(output) | |