The model doesn't have to be smart if all it's doing is pushing a few different buttons.

I don't have to be an automotive engineer to start my car and put it in drive.

I mean - how specifically are you using knowledge graphs?

there's this [0] - Zep.

e.g for a lot of small business - they generate invoices - feed that into a RAG system. Then have an agent etc do follow ups. for agents then the smaller models are enough.

[0]: https://help.getzep.com/graphiti/getting-started/overview