In a previous blog post, entitled "What's Our Vector, Victor?," I went through the basics of vector databases. That post explained how vector databases are used by large language models, and one of the concepts included was this brief explanation of embeddings: So, let's dig in a little more on this. Embeddings, in the context of vector databases, refer to vector representations of data points or entities within the database.