A new open-source library enables Prolog to interface directly with large language models. It bridges symbolic logic with neural networks to improve structured reasoning. Developers can now use formal logic to constrain LLM outputs. This incremental tool targets a niche intersection of symbolic AI and modern generative models for specialized verification tasks.