基于外挂专业知识库的AI大模型搭建方案与其在智能制造中的应用

打开文本图片集

中图分类号：TP39

文献标识码：A 文章编号：2096-4706（2025）16-0194-05

Al Large Model Building Solution Based on External Professional Knowledge Base and its Application in Intelligent Manufacturing

LI Chenyang, CAI Dong,LING Li, WANG Fengwei, ZHANG Jian, CHEN Yihui, TAO Jie (Xi'an ZhongxingNew Software Co.,Ltd.,Xi'an 71o065,China)

Abstract: Withthe digital transformation of global manufacturing,intellgent manufacturing has become a key driving force forimproving production efficiencyandproductquality.Inaddition,therapid developmentofArtificial Intelligence (AI) technologies,especialltheapplicationoflargemodels,providesnewopportunitiesforthedevelopmentofintelgnt manufacturing.ArtificialIntellgene,especiallytheriseoflargemodels (suchasGPT-4andBERT),providespowerfulalgorith support forvarious functions (suchasdesign,production,andlogistics)ofthe manufacturing industry.However,althoughAI playsanincreasinglyimportantoleintemanufacturigfeld,teexerciseofitsorecapabilitiesisstillimitedbytelackof specificknowledgebackgrounds.ThispaperprovidesasolutionforbuildingalargemodelofAIexternalprofesionalknowledge basetosupporttheapplicationoftheAILargeModelinintellgentmanufacturing tomaximize itsbenefits.Thissolutionhas been widely used in alarge manufacturing enterprise,bringing quality,cost and other benefits to the enterprise.

Keywords:AI Large Model; intelligent manufacturing; knowledge bast

0 引言

在全球化竞争与技术迅猛发展的双重驱动下，制造业正面临着前所未有的变革需求。（剩余8817字）