three large language models, alongside two models with large input token sizes and the two
pre-trained models on legal data. Our main dataset comes from the domain of US civil
procedure. It includes summaries of legal cases, specific questions, potential answers, and
detailed explanations for why each solution is relevant, all sourced from a book aimed at law
students. By comparing different methods, we aimed to understand how effectively they …