Update app.py

app.py

@@ -1,9 +1,17 @@
 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")
-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)
+# Candidate labels
+candidate_labels = ["science", "technology", "history"]
+
+# Sequence to classify
+sequence_to_classify = st.input_text()
+
+# Classify the sequence
+output = classifier(sequence_to_classify, candidate_labels)
+
+
 st.write(output)