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AIP-C01 Domain 2: RAG and Knowledge Integration

A regulated workload requires the organization to store embeddings in vector database. Which solution is BEST? store embeddings in vector database.

Multiple choice — select one answer

Answer choices

  1. a. OpenSearch Serverless vector engine or Aurora pgvector
  2. b. OpenSearch hybrid query with KB
  3. c. Fixed-size vs hierarchical chunking in KB
  4. d. Retrieval citations from KB responses

Architectural breakdown & explanation

Vector DBs enable similarity search.

Correct answer(s): a. OpenSearch Serverless vector engine or Aurora pgvector

Exam domain: Domain 2: RAG and Knowledge Integration (24% weight on the official guide).

Official documentation & study links

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