ModelRefs / Semantic Memory — AI Glossary

Semantic Memory — AI Glossary

Memory of generalized facts and relationships extracted from prior interactions, stored in a knowledge graph or structured store.

Overview

Used to give agents domain knowledge that persists across episodes without re-stuffing the prompt each time. Contrast with episodic memory (event-level) and working memory (current context window).

Reference details

Topicagents
Last reviewed2026-06-24

Commonly confused with

The counterpart to episodic memory: generalised facts rather than a record of events. It differs from a knowledge base in provenance — a knowledge base is authored and reviewed, whereas these facts were extracted by a model from conversation and inherit that model's errors. Treat entries as claims with a source, not as ground truth.

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Frequently asked questions

What is Semantic Memory?

Memory of generalized facts and relationships extracted from prior interactions, stored in a knowledge graph or structured store.

What concepts are related to Semantic Memory?

Closely related concepts include agentic memory, knowledge graph, memory.