AIF-C01 Applications of Foundation Models Practice Question
A company uses Amazon Bedrock to build a chatbot. The chatbot needs to answer questions based on internal company documents. Which AWS service should be integrated with Bedrock to enable Retrieval Augmented Generation (RAG) without managing infrastructure?
⚠ Common exam trap
AWS often tests the distinction between managed services that require infrastructure management (like OpenSearch Service) and fully managed services (like Kendra) that abstract away all infrastructure concerns, making candidates incorrectly choose OpenSearch for its search capabilities.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Amazon Kendra
Amazon Kendra is a fully managed intelligent search service that can be directly integrated with Amazon Bedrock to implement Retrieval Augmented Generation (RAG) without any infrastructure management. It indexes internal company documents and retrieves relevant passages, which are then passed to the foundation model as context to generate accurate, grounded answers.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Amazon OpenSearch Service
Why it's wrong here
OpenSearch can be used but requires more manual setup and is not as straightforward as Kendra.
- ✗
Amazon DynamoDB
Why it's wrong here
DynamoDB is a NoSQL database and not a search engine; it's not designed for RAG.
- ✗
Amazon RDS
Why it's wrong here
RDS is a relational database; it lacks the search indexing capabilities needed for RAG.
- ✓
Amazon Kendra
Why this is correct
Kendra provides managed search with connectors to documents, ideal for RAG.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AIF-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AIF-C01 exam.