Question 25
Section 2A development team wants to add retrieval-augmented generation to an application using Google Cloud. Which Google Cloud offerings are specifically identified for this purpose?
Correct answer: B
Explanation
Google Cloud’s retrieval-augmented generation offerings include both a prebuilt option with Vertex AI Search and programmable RAG APIs. Questions on this topic often test whether you can distinguish these named RAG offerings from other general AI capabilities. — Google Cloud’s RAG offerings include prebuilt RAG with Vertex AI Search and RAG APIs, and are covered for functionality, use cases, and business value.
Why each option is right or wrong
A. AutoML and BigQuery ML
The identified RAG offerings are prebuilt RAG with Vertex AI Search and RAG APIs.
B. Prebuilt RAG with Vertex AI Search and RAG APIs
The source explicitly names Google Cloud’s RAG offerings as prebuilt RAG with Vertex AI Search and RAG APIs. Because the question asks which offerings are specifically identified for retrieval-augmented generation, this pair matches the stated Google Cloud RAG options exactly.
C. Document AI and Cloud Functions
The named RAG offerings do not include Document AI or Cloud Functions.
D. Vertex AI Workbench and Looker
The identified RAG offerings are limited to prebuilt RAG with Vertex AI Search and RAG APIs.