AWS Certified Machine Learning Engineer – Associate (MLA-C01) — Question 133

A company is planning to create an internal-only chat interface to help employees handle customer queries. Currently, the employees need to refer to a massive knowledge base of internal documents to address customer issues. The new solution must be serverless.

Which combination of steps will meet these requirements?

Answer options

• A. Set up Amazon Bedrock with the Anthropic Claude foundation model.
• B. Set up Amazon SageMaker JumpStart with the Llama foundation model.
• C. Use Amazon EC2 instances with Amazon API Gateway to invoke the model API.
• D. Use AWS Lambda functions with Amazon API Gateway to invoke the model API.
• E. Use an Amazon S3 bucket to store vector database dumps and embeddings.
• F. Use Amazon RDS for MySQL to store vector database dumps and embeddings.

Correct answer: A, D, E

Explanation

The correct answer includes options A, D, and E because they leverage serverless technologies like AWS Lambda and Amazon S3, fulfilling the requirements for a scalable and efficient solution. In contrast, options B and C involve using Amazon SageMaker and EC2 instances, which do not meet the serverless criteria, while option F suggests using Amazon RDS, which is not serverless either.