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AIF-C01 practice question: Agentic AI (3 of 4)

Fundamentals of Generative AI A free question from our original AIF-C01 practice exam. Try it, then open the answer to see why each option is right or wrong.

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A shoe retailer's shopping assistant should remember that a returning customer prefers a certain brand and size, even when the customer comes back weeks later in a new chat.

The team wants only the key facts kept, not every message.

Which agent capability provides this?

Choose one answer.

  1. A. A higher temperature so the agent gives more varied, creative replies.
  2. B. A much larger context window, so the current conversation can be longer.
  3. C. Loading the customer's full past chat transcripts into every new prompt, with no summary.
  4. D. Long-term memory that stores key facts, such as preferences, across sessions.
Show the answer and explanation

Answer: D

  • A. Wrong: Temperature changes how random each reply is. It does not store anything about a customer between chats.
  • B. Wrong: A larger context window holds more text within one conversation. It is lost when the session ends, so it cannot recall preferences weeks later.
  • C. Wrong: Full transcripts can carry facts across sessions, but they fill the prompt and cost more on every call. The team wants only the key facts kept, not every message.
  • D. Right: Correct. Long-term memory extracts important facts and preferences from conversations and keeps them across sessions. The assistant can then recall the brand and size in a later chat. Learn more: Amazon Bedrock AgentCore Memory (opens in a new tab)

Explanation

Keeping facts across sessions requires memory that lives outside a single conversation. Long-term memory stores key facts such as preferences, while short-term memory covers only the current session. Temperature and context window size do not store anything between chats. This question tests distinguishing memory across sessions from other settings.

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