Create app.py

app.py

@@ -0,0 +1,13 @@
+import streamlit as st
+from transformers import AutoTokenizer, AutoModelForTokenClassification
+from transformers import pipeline
+
+text=st.text_area("Enter customer feedback")
+tokenizer = AutoTokenizer.from_pretrained("dslim/bert-base-NER")
+model = AutoModelForTokenClassification.from_pretrained("dslim/bert-base-NER")
+
+nlp = pipeline("ner", model=model, tokenizer=tokenizer)
+example = "My name is Wolfgang and I live in Berlin"
+if text:
+    ner_results = nlp(text)
+    st.json(ner_results)