app.py

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("input the cases here")

candidate_labels = ["depression", "anxiety", "bipolar disorder", "schizophrenia", "PTSD", "OCD", "ADHD", "autism", "eating disorder", "personality disorder", "phobia"]

output = classifier(sequence_to_classify, candidate_labels, multi_label=False)
st.write(output)