TF-IDF

TF-IDF is a weighting scheme that scores a word's importance to a document by how often it appears there, discounted by how common the word is across the whole collection.

TF-IDF sits in the Retrieval & memory part of the Agentik {OS} glossary, which defines the words used to build and run AI agent systems.

Also called term frequency-inverse document frequency.