Retrieval-augmented generation, where external documents are selected and inserted into model context.
Each line below is retained only when a VOCE publication or formal research record supports the relationship.
AI systems can include RAG.
One component, control, identity layer, interface or system capability depends on or is constrained by another.
A documented dependency does not prove that the component is sufficient for security, compliance, reliability or system effectiveness.
RAG supplies retrieved context to Model.
One component, control, identity layer, interface or system capability depends on or is constrained by another.
A documented dependency does not prove that the component is sufficient for security, compliance, reliability or system effectiveness.
RAG requires end-to-end evaluation System testing.
One component, control, identity layer, interface or system capability depends on or is constrained by another.
A documented dependency does not prove that the component is sufficient for security, compliance, reliability or system effectiveness.
VOCE Atlas is a curated knowledge graph. Co-occurrence alone does not create a published relationship. Every connection now carries a semantic class and an inference boundary that remain part of the record alongside its source.