A compact, fast-moving specialist that converts text into dense numerical vectors. It operates with a very short memory — only 512 tokens — so it works best on sentences and short paragraphs rather than long documents. Its strength is efficiency: lightweight enough to run locally or in constrained environments, packaged in the ONNX format for broad runtime compatibility.