Nearest neighbors is a way of searching for data to find what is most similar to something else. It's done by looking at the data and finding things which are very close together. For example, if you have a bunch of colors in a box, you can use nearest neighbors to find the colors which are closest to each other. Nearest neighbors is like having a tiny GPS in your head that helps you find the colors you want.