Published onFebruary 25, 2026Vector Embeddings: How Semantic Search Works in 2026vector-embeddingssemantic-searchnatural-language-processinglarge-language-modelsvector-databasesmachine-learning-modelsVector embeddings are numerical representations that capture semantic meaning. This guide explains how mathematical vectors enable AI to process data relationships.