ai
Knowledge graph
Knowledge Graph
Definition
A knowledge graph is a structured representation of facts as entities and typed relationships (triples: subject–predicate–object) that enables semantic reasoning and multi-hop inference. Knowledge graphs like Wikidata and enterprise KGs are used in RAG pipelines to provide structured, verifiable context that complements unstructured document retrieval.
Graph-augmented generation improves factual precision on complex queries.
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