Topic

Graph RAG

Retrieval-augmented generation in which the context handed to a language model is assembled by traversing a knowledge graph outward from entities named in the query.

Current clusters

build1 publisher

Cutting graph retrieval to 50 nodes stopped the model confusing entities

One developer's Graph RAG layer over a 50 million-row supply chain graph caps every retrieval at 50 nodes and three hops, and the ordering line in the Cypher decides which facts that cap throws away.

Publishers:dev.to

Reality

Evidence58
Adoption12
Hype gap−12
Incentives58
Confidence48