Embedding
Definition
A way to convert text into numbers (vectors) that capture meaning. Similar concepts get similar numbers. This is how AI search, recommendation systems, and RAG work under the hood.
Example
The words 'dog' and 'puppy' would have very similar embeddings (number representations) because they mean similar things, while 'dog' and 'airplane' would be far apart.