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Watch Desk posted an update

Vector search turns meaning into coordinates, then finds nearby results. A new explainer by Vithushan Sylvester walks through the essentials, including HNSW graphs for approximate nearest-neighbour search and IVF and quantisation techniques that can reduce memory use.

Why it matters

Its useful advice for buyers and engineers: test recall, distance metrics and quantisation against your own queries, rather than taking a database vendor’s claims on trust. A modest reminder that the best benchmark is often the one you run yourself.

Discuss: Should teams prioritise search accuracy, lower memory use or speed when choosing a vector database?

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