In many machine learning applications, you need to measure the proximity of different objects. For example, if you want to recommend a product to a user, you need to know what other users they are similar to or what products are similar to the ones they have previously purchased. In retrieval augmented generation (RAG) applications, you need to find documents with contents that are relevant to the user’s prompt and add them to the context of the language model (LLM).