From simple dialogue systems to the sophisticated communicative agents we see today, chat has undergone a remarkable shift. Early iterations were restricted to fundamental interactions, often relying on predefined responses. However, advancements in machine learning have fueled a revolution, enabling chat systems to interpret natural language with