AI如何改变知识管理范式：新的现在的和下一步.pdf

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1、Copyright 2024Whats New,Whats Now,and Whats Next with LLMs and Generative AIHow AI Changes the KM ParadigmJeff EvernhamChief Strategist and EvangelistCopyright 2024A Paradigm Shift in KMCopyright 2024ProgressionGenAISearch+Work-flow+Action+2023RAG*2024Agent2025+Assistant2024-2025+*Retrieval-Augmente

2、d GenerationCopyright 2024Copyright 2024ResponsePromptGenerative AIGenAICopyright 2024Copyright 2024Response?PromptGenerative AIGenAICopyright 2024Copyright 2024List of ResultsQuerySearchSearchCopyright 2024Copyright 2024Response?List of ResultsQuerySearchPromptGenerative AISearchGenAICopyright 2024

3、Copyright 2024List of ResultsRAG(Retrieval-Augmented Generation)QuerySearchGenAICopyright 2024Copyright 2024List of ResultsRAG(Retrieval-Augmented Generation)QuerySearchGenAISummary Accurate Secure Traceable Up-to-date Scalable Cost-effectiveCopyright 2024Copyright 2024Beyond RAG:Sinequa AssistantPl

4、anDetermine how to best respond to the requestSearchCollect all relevant information across all corporate sourcesSelectChoose the best information for the requestSuggestRecommended next stepsAnalyzeAnalyze the info in light of the requestActIf done,answer.If not,execute the next step or get more inf

5、oRequestEmployee asks for help researching,learning,or getting work doneRespondGenAI creates a customized response to the request,with citationsQueryList of ResultsCopyright 2024Copyright 2024Converse with your Content Immediate AnswersDeeper InsightsTraceable Citationsand Links to SourcesCopyright

6、2024Sinequa Assistants New Paradigm for WorkHumanGenerative AIWill carefully read everythingCan process 10,25,50,100Can leverage that contextCan often figure it out(intent)Multiple queries in parallelCan make it a good queryCan coach and guide and instructWill scan the results li