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Glossary

Knowledge graph

Quick answer

A knowledge graph stores entities and the typed relationships between them, enabling multi-hop and temporal queries — "how did X lead to Y" — that similarity-based vector search cannot answer.

Chunk-based RAG and knowledge graphs are complementary: route factual lookups to RAG and relational or historical questions to the graph. A hybrid context layer combines both.

Related skills

AI Architecture

Designing Hybrid Context Layers

Knowledge Systems

Synthesizing Institutional Knowledge

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