如何使用自然语言和人工智能查询数据 [SHO2803].pdf

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1、How to query your data using natural language and AISHO2803October 16,2025The teamMichelle MalcherDirector,Product MgtAutonomous DatabaseMark HornickSr Director of Product MgtOracle Machine LearningSr Principal Product ManagerAutonomous DatabaseMarcos ArancibiaOracle AI World Copyright 2025,Oracle a

2、nd/or its affiliates2Innovate with AICopyright 2025,Oracle and/or its affiliates|Confidential:Internal/Restricted/Highly Restricted3Select AI:Accelerate application developmentAI Assistants for Data ManagementMulticloud-Native:Leverage AI services in every cloudNatural Language to SQLRetrieval Augme

3、nted GenerationSynthetic Data GenerationAI Assist for TransformationsAI Assist for Data LoadingAI SQL FunctionsAPEX AI AssistantAI Assist for Table DefinitionsAI-enhanced data loadingCopyright 2025,Oracle and/or its affiliates|Confidential:Internal/Restricted/Highly Restricted4Automatically derive i

4、nsights PII DetectionSecures sensitive information Sentiment AnalysisAnalyzes customer emotions Key Phrase ExtractionIdentifies most important words and phrasesSelect AI example use casesAsk natural language questions about your database dataAsk questions and get more relevant and accurate responses

5、 by using content from your trusted,private documents Create“realistic”data in database tables to support testing/debugging applications and interfaces and moreAssist database developers in writing SQL queries against their application dataAssist database developers to understand SQL queries step by

6、 stepReturn structured query results in text to present to usersGenerate content with simple or complex custom prompts easily from your database,e.g.,email generation,sentiment analysisSQL QueryChatbotRAGSDGCopyright 2025,Oracle and/or its affiliates5What can you do with Select AI?Generate SQL as a