A new Prolog library enables symbolic logic programming to interface directly with large language models. It bridges the gap between deterministic rule-based systems and probabilistic AI outputs. This tool allows developers to verify LLM responses using formal logic. It is an incremental step for those building hybrid neuro-symbolic AI agents.