AWS Certified AI Practitioner

Explanation

Sample utterances is the correct answer because:

1. Sample utterances in Amazon Lex are example phrases that users might say to invoke an intent. They help the chatbot understand different ways users might express the same intent.

2. In this scenario, the developer needs to help the chatbot understand various ways users might express the intent to "book an appointment" - such as "schedule meeting" or "set up a call". These are all different phrasings of the same intent.

3. Why other options are incorrect:

   • A) Slots: Slots are used to capture specific pieces of information (like dates, times, names) within an intent, not to understand different ways of expressing the intent itself.
   • C) Dialog Code Hooks: These are used to add custom logic to dialog management, typically for validation or complex business logic, not for understanding different phrasings.
   • D) Lambda integration: This allows connecting Lex to AWS Lambda functions for backend processing, but doesn't directly help with understanding different utterance variations.

4. Best Practice: When configuring intents in Amazon Lex, developers should provide multiple sample utterances to cover the various ways users might express the same intent, which improves the chatbot's natural language understanding capabilities.