A new Prolog library enables direct interfacing between logic programming and large language models. It leverages symbolic reasoning to constrain LLM outputs, reducing hallucinations through formal verification. Developers can now integrate deterministic logic with probabilistic generation. This niche tool targets researchers building neuro-symbolic systems rather than general enterprise applications.