UniXcoder is a specialist that lives and breathes source code — it reads code, understands structure, and produces dense vector representations that capture semantic meaning across programming languages. It handles tasks like code search and clone detection by embedding code snippets into a shared space where similar logic clusters together. It doesn't generate text or answer questions; its entire focus is turning code into meaningful numbers.