A multilingual embedding specialist that follows explicit instructions to shape how it encodes text. Rather than producing one-size-fits-all vectors, it adjusts its representations based on task descriptions provided at query time — useful for retrieval, clustering, or classification without retraining. Handles over 90 languages with reasonable consistency, though performance varies across language families.