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Exam AWS Certified AI Practitioner AIF-C01 All Questions

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Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 228 discussion

A company has a generative AI application that uses a pre-trained foundation model (FM) on Amazon Bedrock. The company wants the FM to include more context by using company information.

Which solution meets these requirements MOST cost-effectively?

  • A. Use Amazon Bedrock Knowledge Bases.
  • B. Choose a different FM on Amazon Bedrock.
  • C. Use Amazon Bedrock Agents.
  • D. Deploy a custom model on Amazon Bedrock.
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Suggested Answer: A 🗳️

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nand2804
2 weeks ago
Selected Answer: A
Amazon Bedrock Knowledge Bases is the most cost-effective way to add company-specific context to a pre-trained foundation model without retraining or fine-tuning the model. ✅ Why it's best: It uses retrieval-augmented generation (RAG) to retrieve relevant company data from connected data sources (e.g., S3) at inference time. No need for expensive and time-consuming fine-tuning. Supports real-time contextual responses using external data, ideal for many enterprise use cases.
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