Custom NER using openai

Question

How to do Custom NER using openai. Here are my code. Not sure how to add 'tags' and test 'text' on which prediction may happen

import openai
openai.api_key = '<key>'

txt = 'India has 30 states. Karnataka and Tamilnadu is one of them.\n\n###\n\n '
tags = '\n\"country\": \"India\",\n\"state\": \"Karnataka\",\n\"state\": \"Tamilnadu\"\n"'

response = openai.Completion.create(
  engine="text-davinci-002",
  prompt="Extract keywords from this text:\n\n " + txt,
  #completion = tags,
  temperature=0,
  max_tokens=1000,
  top_p=1 #,   frequency_penalty=0.8,  presence_penalty=0
)

print(response['choices'][0]['text'])