Is it possible to retrieve information in a RAG system with matrix multiplication? The CTO and Cofounder of FalkorDB, Roi Lipman, explains how using GraphBLAS techniques, yes, you can store and query a knowledge graph with math!

Highlights:

What is a sparse matrix?

How does it compare to a VectorDB?

Are GNNs the future?

Are knowledge graphs the answer to the lack of explainability in AI?