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small models + a good application layer - are more than enough, good for routine business tasks. the application Layer i.e having a good graph RAG & connecting
by dzonga 1mo ago
small models + a good application layer - are more than enough, good for routine business tasks.
the application Layer i.e having a good graph RAG & connecting it up together is the missing piece for most.
- sroerick 1mo agoCan you elaborate on this?
- lantry 1mo agoThe 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.
- sroerick 1mo agoI mean - how specifically are you using knowledge graphs?
- dzonga 1mo agothere'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 https://help.getzep.com/graphiti/getting-started/overview