If you don't know what an "embedding" is (hint: it's not embedded), here's a little primer from OpenAI

https://platform.openai.com/docs/guides/embeddings/what-are-embeddings 

 I like this tutorial
https://ai.google.dev/gemini-api/tutorials/clustering_with_embeddings