Grokers: Bottom-Up Inductive Comprehension and Write-Time Intelligence over Typed Knowledge Graphs

Grokers is an innovative architecture for building persistent, structured comprehension of typed knowledge graphs through bottom-up inductive traversal. Unlike RAG, it shifts intelligence to write time, where autonomous Groker agents analyze and enrich attributes via language models for all future queries at zero cost.