Some notes about vector embeddings

Text (or other content, like images, with the right model) can be embedded returning a vector Most LLM providers have embeddings models/endpoints that can take input and return a vector Vectors are represented as arrays of numbers (generally 32-bit floats) They have a magnitude This is the length of the vector. Length is NOT the number of components in the vector – that’s dimension, and is usually…