Knowledge graph

A knowledge graph represents entities and the relationships between them, such as customers, products and orders.

Written by Reflective Data experts · updated Oct 5, 2026

It helps AI systems reason over connected information and answer questions that span several records. Graphs can complement vector search in retrieval systems.

Building one starts with clean entities and identifiers.

Embeddings Entity resolution Retrieval-augmented generation (RAG)

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