Mathematical intuition behind Dot product & Cosine similarity in vector databases

In my previous article, we explored the definition of a vector and how to calculate the Euclidean distance between them. In this article, we will delve into the mathematical intuition behind the dot product and cosine similarity, which are commonly u...