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Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 147 discussion

Exam question from Amazon's AWS Certified AI Practitioner AIF-C01
Question #: 147
Topic #: 1
[All AWS Certified AI Practitioner AIF-C01 Questions]

A company deployed an AI/ML solution to help customer service agents respond to frequently asked questions. The questions can change over time. The company wants to give customer service agents the ability to ask questions and receive automatically generated answers to common customer questions.

Which strategy will meet these requirements MOST cost-effectively?

  • A. Fine-tune the model regularly.
  • B. Train the model by using context data.
  • C. Pre-train and benchmark the model by using context data.
  • D. Use Retrieval Augmented Generation (RAG) with prompt engineering techniques.
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Suggested Answer: D 🗳️
by Rcosmos at April 7, 2025, 7:11 p.m.
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Rcosmos
3 weeks, 5 days ago
Selected Answer: D
se a Geração Aumentada de Recuperação (RAG) com técnicas de engenharia rápidas. A abordagem RAG combina modelos de geração de linguagem com um sistema de recuperação de informações. Isso permite que os agentes obtenham respostas geradas automaticamente com base em perguntas e dados atualizados sem precisar ajustar ou treinar o modelo continuamente. É uma solução eficiente, especialmente quando as perguntas dos clientes mudam frequentemente, pois utiliza técnicas para buscar informações de fontes relevantes em tempo real.
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