Prompt Engineering and Augmentation GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 6)

Questions 26–30

1. 26foundation · easy

   A user asks an LLM, "What is the capital of France?" without any additional context. Which statement best describes why augmenting this prompt with extra context could improve the response?

   • AIt would reduce the number of tokens the model needs to generate.
   • BIt would make the model faster at generating the answer.
   • CIt would guarantee the model always gives the same answer regardless of phrasing.
   • DIt would provide the model with relevant information that is not in its training data or that helps it tailor the answer to the user's situation.
   Reveal Solution Discussion Select an answer first
2. 27foundation · easy

   Which of the following is an example of context integration in a prompt?

   • ARewriting the user's original question in a more formal tone.
   • BSelecting a different LLM model based on the user's input length.
   • CSending the user's input to a separate API for sentiment analysis.
   • DAdding the user's extracted location and preferred language to the prompt before asking the LLM to recommend a restaurant.
   Reveal Solution Discussion Select an answer first
4. 28foundation · easy

   Which of the following is an example of using examples to adjust an LLM's response?

   • AAdding a constraint like 'do not use bullet points'.
   • BIncreasing the max tokens parameter.
   • CProviding a sample output in the prompt and asking the model to follow that format.
   • DUsing a different model checkpoint.
   Reveal Solution Discussion Select an answer first
5. 29application · medium

   A travel booking chatbot receives: 'I need a flight from New York to London on March 15th, preferably in the morning.' The team wants to extract fields to query a flight API. Which set of fields is most appropriate?

   • AIntent: booking, and the raw text as a field.
   • BOrigin: New York, Destination: London, Date: March 15th, Time preference: morning
   • COnly the destination: London.
   • DUser name and the date only.
   Reveal Solution Discussion Select an answer first
6. 30foundation · easy

   In the context of prompt augmentation, what is the primary purpose of key field extraction?

   • ATo summarize the user's entire message into a single sentence.
   • BTo translate the user's input into another language.
   • CTo identify the most important structured data points from the user's input that can be used to enrich the prompt.
   • DTo determine the emotional tone of the user's message.
   Reveal Solution Discussion Select an answer first