SWI-Prolog is a logical and declarative programming language developed since 1987, primarily by Jan Wielemaker, suitable for symbolic computation and widely used in artificial intelligence. Prolog operates on facts, rules, and queries, allowing users to define relationships and retrieve information without explicitly programming the solution methods. The document covers Prolog's syntax, basic constructs, and application in programming logic.