The invention discloses a
coal mine safety intelligent question-answering
system based on a large
language model and a construction method, and relates to the technical field of
coal mine safety. The
coal mine safety intelligent question-answering
system comprises the steps of performing
data processing and storage on coal mine safety data and coal mine
safety knowledge, and constructing an adaptive base which can be applied to different external large models; a plurality of domestic large models are introduced, and analysis, research and
adaptation are carried out. By constructing adaptive bases which can be applied to different external large models, introducing knowledge understanding ability,
logical reasoning ability, decision planning ability and the like of a general large
language model, and constructing a coal mine safety intelligent question-answering
system through methods such as prompt
engineering and efficient
fine tuning, a center with intelligent
processing ability in the field of coal safety can be obtained, and the intelligent question-answering system can be applied to the field of coal safety. The system has the capability of understanding proprietary knowledge, can accurately and intelligently provide
safety knowledge sharing and safety system
diffusion, effectively improves the level of coal mine safety management, and guarantees the life safety and property safety of coal miners.