I've actually used embeddings at work. I was pretty excited as it was the first of this new AI tech (embeddings, chatGPT, etc) that I used for more than just a

I've actually used embeddings at work. I was pretty excited as it was the first of this new AI tech (embeddings, chatGPT, etc) that I used for more than just a query engine. We offer courses at work and needed a way to see how we compared with the sector. So I wrote a small Python script to scrape the name and description, along with other info, from the websites of other providers in the sector. The embeddings came into play because our course names don't always line up with other course names. So I used the embeddings for the course description and outcomes to match courses. The results were mostly good. I haven't done a super deep analysis of the results (got pulled off to work on more pressing issues) but for the most part the courses matched properly. There were a handful though that didn't really match at all, but I haven't looked into it enough to find out why.