AI & Enterprise AI21 May 20248 min read
Knowledge Graphs and RAG — Two Patterns That Belong Together
Pure vector retrieval has a ceiling on enterprise knowledge. Combining it with a structured knowledge graph layer breaks past that ceiling for many real workloads.
AI & Enterprise AI16 January 20249 min read
RAG Architecture — From Demo to Production
Retrieval-augmented generation is the dominant enterprise LLM pattern of the year. The demos are cheap; the production systems are not. A practitioner walkthrough of where the work actually sits.