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)