MySQL如今更加智能：原生AI、GenAI和向量创新 [SHO2983].pdf

1、 MySQL:Now More IntelligentMySQL AI showcaseSindhuja BankaMySQL Product ManagementJayant SharmaMySQL Product ManagementCopyright 2025,Oracle and/or its affiliates.All rights reserved.Challenges of Modern Data Needs Organizations will need to modernize their infrastructure to fully benefit from gen A

2、IUnstructured DataStructured DataSocialPhoneImages Videos Medical Records Orders FormsInvoicesResolve customer issues faster Personalized recommendations Improved healthcare outcomes MySQL AI3Copyright 2025,Oracle and/or its affiliates|In-database LLMsDocuments in file systemGenAIMySQL StudioSimilar

3、ity searchAutoMLRedefining Built-In IntelligenceMySQL AI functionalityGenerative AI:inference with in-database LLM,RAG on vector storeAutoML:ML training,inference,explanationsVector creation:vector creation on documents on the file server.Vector processing:semantic search on documents.Documents can

4、be in multiple languagesNL2SQL:Interact with your data in natural languageStudio:provides chat capabilities in natural language,SQL worksheet,an ML development environmentPrototype and develop on-premise and deploy in OCI for better price-performance,OCI AI services,and scaleCopyright 2025,Oracle an

5、d/or its affiliates,Confidential:RestrictedMySQL AI componentsCopyright 2025,Oracle and/or its affiliates|5MySQL ServerAI Engine(New)Generative AI(Generation,Summarization,Translation,)Text to SQL(aka NL2SQL)Vector Engine(Vector creation and processing)AutoML(Regression,classification,forecasting,)V

6、ector StoreInnoDB Storage EngineSQL InterfaceOptimizerParserAI Engine:Python processes for ML,GenAI processing&embedding generationVector Engine:vector processing of similarity functionsWhy it MattersMySQL can query documents MySQL can query content from a file systemMany features of MySQL AI are di