input: 
  from typing import Dict, List
  
  def generate_response(question: str, answers: Dict[str, str]) -> str:
      """ Generates a response to the given question based on a predefined set of answers.
      If the question is not found in the predefined answers, it returns a randomly chosen generic response.
      >>> generate_response('What is XYZ?', {'What is XYZ?': 'XYZ is a company that provides XYZ services.'})
      'XYZ is a company that provides XYZ services.'
      >>> generate_response('Where is XYZ located?', {'What is XYZ?': 'XYZ is a company that provides XYZ services.'})
      'Can you give me more information?'
      """
      if question in answers:
          return answers[question]
      else:
          generic_responses = ['I am not sure I understand.', 'Can you give me more information?', 'Can I help you with something else?']
          return random.choice(generic_responses)
  
output:     
      import random
  