AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 24

Question

A company has a Retrieval Augmented Generation (RAG) application that uses a vector database to store embeddings of documents. The company must migrate the application to AWS and must implement a solution that provides semantic search of text files. The company has already migrated the text repository to an Amazon S3 bucket. Which solution will meet these requirements?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: Use the Amazon Kendra S3 connector to ingest the documents from the S3 bucket into Amazon Kendra. Query Amazon Kendra to perform the semantic searches. Amazon S3 provides durable, scalable object storage that is fully managed. Amazon Kendra provides intelligent enterprise search.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 24