input: def generate_response(question):
      """ This function takes a question as input and generates a response based on predefined answers. If the question is not recognized, it returns a randomly chosen response.
      >>> generate_response('What is XYZ?')
      'XYZ is a company that provides XYZ services.'
      >>> generate_response('Random question')
      ['I am not sure I understand.', 'Can you give me more information?', 'Can I help you with something else?']
      """
output:     predefined_answers = {
          'What is XYZ?': 'XYZ is a company that provides XYZ services.',
          'What is the capital of France?': 'The capital of France is Paris.',
          'How do I reset my password?': 'To reset your password, go to the settings page and click on "Forgot Password".'
      }
      
      if question in predefined_answers:
          return predefined_answers[question]
      else:
          import random
          random_responses = ['I am not sure I understand.', 'Can you give me more information?', 'Can I help you with something else?']
          return random.choice(random_responses)