Create app.py

app.py

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+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)