A focused specialist that transforms text into dense numerical representations, excelling at capturing semantic similarity and meaning across documents. It handles long contexts well for an embedding model and is fully open-weight, meaning its internals are inspectable and reproducible. It does one thing — embeddings — and does it without the overhead of a generative model.