app.py

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)