在人工智能领域的不断进化中,大语言模型(Large Language Model,LLM)应用成了当前的热点和前沿技术之一.过去几年中,检索增强生成(Retrieval-Augmented Generation,RAG)技术的快速发展为LLM带来了新的发展机遇.RAG技术通过结合强大的语言模型与信息检索系统,在复杂的问题解决和信息处理任务中提供更加精确和深入的答案,并且不断优化和扩展其应用范围.文章基于LLM应用研究,结合RAG技术和智能化知识平台,探索了LLM在强度智能化知识管理中的应用,为企业的创新研发和产品设计提供更加智能化、高效、准确的支持.
Application of intensive intelligent knowledge management based on language large model
In the continuous evolution of the field of artificial intelligence,the application of large language model(LLM)has become one of the hot topics and cutting-edge technologies.In recent years,the rapid development of retrieval-augmented generation(RAG)technology has brought new opportunities for LLM.RAG technology combines powerful language models with information retrieval systems to provide more accurate and in-depth answers in complex problem-solving and information processing tasks.It continuously optimizes and expands its application scope.This paper will explore the application of LLM in intensity intelligent knowledge management based on LLM application research,combined with RAG technology and intelligent knowledge platforms.It aims to provide more intelligent,efficient,and accurate support for innovation research and product design in intensity intelligence.
large language modelretrieval-augmented generation technologyintensity intelligent knowledge management
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