Category: Knowledge Graphs

Knowledge Graphs and Vector Search: Complementary, Not Competitive

The framing of knowledge graphs versus vector databases as competing technologies is a symptom of hype cycles that simplify complex architectural decisions for public discourse. Practitioners argue ab

Knowledge Graphs for Context-Rich AI

A pharmaceutical company's language model could discuss individual molecules but failed to understand that Drug A inhibited the same enzyme Drug B required for activation—a critical interaction that m

Knowledge Graphs for Enterprise AI

# Knowledge Graphs for Enterprise AI Enterprise AI systems often lack contextual understanding of organizational knowledge and operate in isolated silos. Knowledge graphs address these limitations by