Embeddings: What they are and why they matter
Since publishing this I've found a few additional resources that are really useful for understanding embeddings at a lower level (my article is deliberately very high level and focuses mainly on their applications).Cohere's Text Embeddings Visually Explained: https://txt.cohere.com/text-embeddings/The Tensorflow Embedding Projector tool: https://projector.tensorflow.org/What are embeddings? by Vicki Boykis is worth checking out as well: https://vickiboykis.com/what_are_embeddings/Actually I'll add those as "further reading" at the bottom of the page.