Knowledge Graphs vs. Vector DBs: Which One Should You Use?

Author(s): Naveen Originally published on Towards AI. Stop choosing between structured knowledge and semantic search. Learn when to use Knowledge Graphs for explicit facts and Vector Databases for implicit similarity to build smarter, more reliable AI systems. Explore the architectural tradeoff between explicit knowledge graphs and semantic vector databases, learning when to deploy each for building scalable, factually-grounded AI without hallucinations. Figure 1: The mechanics of a Knowledge Gr

Original reporting by Towards AI · Naveen. GridIndex is an aggregation and intelligence layer — full credit to the original publisher.