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Amazon Web Services AWS Certified Generative AI Developer - Professional AIP-C01 Question # 37 Topic 4 Discussion

Amazon Web Services AWS Certified Generative AI Developer - Professional AIP-C01 Question # 37 Topic 4 Discussion

AIP-C01 Exam Topic 4 Question 37 Discussion:
Question #: 37
Topic #: 4

A multinational bank wants to implement a RAG solution on AWS to run queries on internal policy and compliance documents. To comply with data residency regulations, the company must ensure that critical customer data remains within a specific AWS Region. The bank wants to use foundation models (FMs) on AWS to reduce infrastructure costs and minimize model maintenance.

Which solution will meet these requirements?


A.

Store critical customer data in a dedicated Amazon S3 bucket in the regulated Region. Configure Amazon Bedrock to directly access the documents through a VPC endpoint. Perform all RAG retrieval on AWS.


B.

Store critical customer data locally by using AWS Outposts in the regulated Region. Create embeddings locally in a secure vector store. Use Amazon Bedrock to orchestrate LLMs on AWS by using only retrieved context.


C.

Store critical customer data in a private Amazon OpenSearch Service cluster in a Region that is close to the regulated Region. Configure end-to-end encryption. Use an LLM on AWS to retrieve and summarize the data dynamically without storing embeddings locally.


D.

Containerize FMs on Amazon ECS in the regulated Region. Ingest critical customer data into the containerized FMs. Perform RAG queries entirely inside the container.


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