Text → through an embedding model (OpenAI, Sentence Transformers) → a vector of hundreds or thousands of numbers. Texts similar in meaning have similar vectors. Search: find the N nearest vectors to the query vector (ANN: Approximate Nearest Neighbors).
Semantic search, recommendation systems, RAG, duplicate detection, classification.