A specialist that speaks only through vectors. USER2 base produces text embeddings rather than generating language, making it a behind-the-scenes worker focused on representing meaning in numerical form. It operates on Russian-language text, reflecting deepvk's focus on that linguistic domain, and handles contexts up to 8192 tokens.