Classification
2- Complexity
- Medium
- Impact area
- Technical
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Long-term knowledge is stored structurally, as embeddings, or as entities and relations, independently of single conversations.
360° overview
Six perspectives place the building block in context. The numbers show where each perspective continues in the reading path.
The building block at a glance
Semantic / Vector / Graph Memory
360°
Integrations
vector store + retriever.
+2
Long-term knowledge is stored structurally, as embeddings, or as entities and relations, independently of single conversations. Match the store to the access pattern and start simple: vector DBs for similarity recall, key-value (Redis) for fast exact lookup, relational for structured/auditable querying, and graph DBs only once vector-plus-relational becomes the bottleneck.
Value stream stage: Build