Notes on "Unlocking LLM Power with Organizational KG Ontologies"
February 10, 2025
- https://superlinked.com/vectorhub/articles/kg-ontologies
- knowledge graphs are only as useful as the ontologies that define them
- the types of entities and relationships that can exist in the graph
- treat metadata as data
- use llms for continuous data representation, and kg's for discrete data representation
- unify organizational data
- connecting data catalogs across the business is the final boss, creating an organizational kg
- use organizational kg to inject ontological context into prompts
- unify organizational data
- knowledge graphs are only as useful as the ontologies that define them
- https://www.youtube.com/watch?v=t7wZbbISdyA - fun video which illustrates the world models of llms against discrete systems