Why it matters

Semantic memory grounds agents. Understanding shapes knowledge patterns.

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The architecture

Extract: general facts from interactions.

Store: concept graph or vector.

Retrieve: by concept.

Semantic memoryFactsgeneral truthsConcept storegraph or vectorQuery by conceptretrieve relatedDistinct from episodic (specific events); both often needed
Semantic memory.
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How it works end to end

Extraction: LLM identifies general vs specific facts.

Storage: vector + optional graph edges.

Merge duplicates.