SWI Prolog

SWI-Prolog, a widely used logic programming language, is experiencing renewed interest as a tool for enhancing AI capabilities, particularly in reasoning and knowledge representation. Current research focuses on integrating Prolog with large language models (LLMs) to improve problem-solving in domains like mathematics and legal reasoning, often employing techniques like chain-of-thought prompting and data augmentation to boost performance. This integration leverages Prolog's strengths in symbolic manipulation and formal logic to address limitations in LLMs' reasoning abilities, leading to more robust and explainable AI systems with applications in diverse fields such as robotics and automated decision-making.