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AI & Machine Learning · Intermediate

Knowledge Graph

A structured representation of entities and the relationships between them.

Definition

Knowledge graphs store facts as nodes and edges (subject-predicate-object) and support precise traversal queries. They complement vector search in GraphRAG and enterprise search.

Exam tip

Knowledge graphs answer relationship and multi-hop queries that vector similarity handles poorly.

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