u/geoheil

Hi, I just wrote a blog about incremental multimodal grpahs - https://georgheiler.com/2026/06/29/incremental-multimodal-graphs/ perhaps this is useful for some of you.

The interesting data is no longer just text: it is image, video, audio, tables, documents, embeddings.

Metaxy ( https://docs.metaxy.io/) is a materialized view for multimodal data. In this blog post we apply it for graph analyses:

Multimodal Document/Video --> Inferred Graph --> Graph queries

And compare 3 engines: lance-graph, landybug and duckpgq

Relevancy for Semantics/ontology space: Incremental computation showcase to infer edges; comparison of some (property-graph) systems for performance; showcase of edge-derivation - ease of use.

Hope these details are helpful