Embeddings

In one line

Turning a word or idea into a list of numbers so that similar meanings end up close together.

Picture it

A map of meaning where 'king' and 'queen' are neighbours and 'banana' lives across town.

Under the hood

Dense vectors, often hundreds to thousands of dimensions. They power search, recommendations and retrieval.