LEARN AI / HOW IT WORKS

Retrieval and AI knowledge assistants.

Understand why connecting documents differs from training a model.

IntermediateHow it worksReviewed 2026-11-05

THE LESSON

Let's understand the essentials.

PART 01

Retrieval-augmented generation first locates relevant documents or passages and then supplies them to a model. It can improve grounding when the source collection is correct, current, and permitted.

PART 02

A retrieval layer can still select the wrong passage, miss critical context, or leak information if access controls fail. Versioning and citations should be designed at the document level.

PART 03

Ask a question about a known policy and compare the generated answer to the exact policy version.

CHECK YOUR UNDERSTANDING

How should an assistant react when a policy document is absent or contradictory?

Explain your answer in your own words, then compare it with the main concepts above.

Suggested reference: Read the underlying documentation or source ↗. Educational content is reviewed as of 2026-11-05; model interfaces and availability may change.
← Return to the learning center