AWS Certified Cloud Practitioner

Explanation

Sample Utterances is the correct answer because:

• Sample Utterances in Amazon Lex are phrases or sentences that users might say to trigger an intent

• They help the chatbot understand different ways users might express the same intent

• For "book an appointment," sample utterances would include variations like:

  • "schedule meeting"

  • "set up a call"

  • "make an appointment"

  • "arrange a meeting"

Why other options are incorrect:

• A) Slots: Slots are used to capture specific pieces of information (like date, time, name) within an intent, not to understand different ways of expressing the same intent

• C) Dialog Code Hooks: These are used to invoke Lambda functions during conversation flow, not for training the bot to understand different phrasings

• D) Lambda Integration: This is for custom business logic processing, not for training the natural language understanding capabilities

Sample utterances are essential for training Lex's machine learning model to recognize various ways users might express the same intent, making the chatbot more natural and user-friendly.