A compact, focused specialist that converts Russian text into dense vector representations. It operates with a very tight 512-token context window, meaning it works best with short-to-medium passages rather than long documents. Its strength lies in semantic similarity tasks within Russian-language content, though its narrow context limit requires careful chunking strategies for longer inputs.