input: from typing import Dict, Any
  
  # Example of simple conversation with the chatbot
  def generate_response(question: str, answers: Dict[str, str]) -> str:
      """ Generates a response to a given question using a predefined set of answers.
      If the question is not in the predefined answers, a random response is generated.
      
      >>> generate_response('What is XYZ?', {'What is XYZ?': 'XYZ is a company that provides XYZ services.', 'What does XYZ do?': 'XYZ helps customers find solutions to their problems.'})
      'XYZ is a company that provides XYZ services.'
      >>> generate_response('Who founded XYZ?', {'What is XYZ?': 'XYZ is a company that provides XYZ services.'})
      'I am not sure I understand.'
      """
      if question in answers:
          return answers[question]
      else:
          return random.choice(['I am not sure I understand.', 'Can you give me more information?', 'Can I help you with something else?'])
output:     import random