Embeddings

Mathematical representations that convert words, sentences, or other data into numerical formats that AI systems can process and compare, capturing semantic meaning and relationships. These numerical representations enable AI to understand that "king" relates to "queen" similarly to how "man" relates to "woman," even without explicit programming of these relationships. Businesses benefit from embeddings through improved search functionality, recommendation systems, and content categorisation that understand meaning rather than just matching keywords. Applications include semantic document search, customer inquiry routing based on intent, and product recommendation engines.