Embeddings

What it is

A way to convert text (or images, or other data) into lists of numbers that capture meaning. Similar concepts end up with similar numbers, which lets computers find related content efficiently.

Why it matters

Embeddings power semantic search, recommendation systems, and the retrieval step of RAG. If you're building any AI feature that needs to find 'similar' content, embeddings are probably involved.