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AWS Certified AI Practitioner AIF-C01 Practice Question

When preparing input for a generative AI application, engineers generate an embedding from each customer query. What does this embedding represent?

  • The HTML markup that wraps user text so the model can identify sections

  • A dense numerical vector that encodes the query's semantic meaning for similarity search

  • A sequence of sub-word tokens that the model will process directly

  • Random noise added to the input to improve model robustness during diffusion

AWS Certified AI Practitioner AIF-C01
Fundamentals of Generative AI
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