Small Knowledge Graph can be used to efficiently supplement accuracy and deterministic RAG. Instead of necessarily only having to resort to large graphs, small graphs can play a role in augmenting existing RAG systems only where it fails to recognize specific relationship and reasoning tracking failures. We talk about how this insight can change the way to think about RAG architectures and what some of these small, minimum viable graphs, like document hierarchies, and concept graphs, can look like, to help deliver more accurate, deterministic, and explainable RAG systems. WhyHow.AI is building tooling to make it easier to spin up small graphs for increased accuracy, determinism and explainable in your RAG systems. https://medium.com/enterprise-rag/the-role-of-small-vs-big-knowledge-graphs-995d9449c208