vector-databases

vector-databases

The Algorithm Behind Every Vector Database Search — And Why It Matters for AI Engineers

HNSW is the algorithm powering every vector database search. Here's how it works, why it replaced kd-trees and LSH, and what it means for AI engineers building RAG systems.