· Amit Kothari · AI
Knowledge graphs vs vector search: Why the hybrid approach wins
Choosing between knowledge graphs and vector databases is a false choice. Knowledge graphs excel at structured relationships and reasoning, while vector databases handle semantic similarity and unstructured data. The companies getting real value from AI are using both together, and here is how to decide which approach fits your specific problem.