| import streamlit as st | |
| from transformers import pipeline | |
| # Create a zero-shot classification pipeline | |
| classifier = pipeline("zero-shot-classification", model="MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli") | |
| # Candidate labels | |
| candidate_labels = ["science", "technology", "history"] | |
| # Sequence to classify | |
| sequence_to_classify = st.text_input() | |
| # Classify the sequence | |
| output = classifier(sequence_to_classify, candidate_labels) | |
| st.write(output) | |