Develop with Oracle Database and AI： Vector, NLP SQL, RAG, GenAI, Vision, Speech [PRSH2613].pdf

1、Develop with Oracle Database and AI:Vector,NLP SQL,RAG,GenAI,Vision,Speech PRSH2613Paul Parkinson,Architect and Developer Advocate,OracleNacho Martinez,Data Scientist Advocate,OracleSeptember 11,2024Oracle CloudWorld Copyright 2024,Oracle and/or its affiliates1Paul ParkinsonArchitect,Developer Advoc

2、ateNacho MartinezData Scientist AdvocateOracle CloudWorld Copyright 2024,Oracle and/or its affiliates2SpeakersAgenda LiveLab:“Develop with Oracle AI and Database Services:Gen,Vision,Speech,Language,and OML”AI Application Architectures with Oracle Database Speech AI Vision AI Gen AI Vector and RAG De

3、ploy Your Own Models Workshop:https:/ CloudWorld Copyright 2024,Oracle and/or its affiliates3Oracle CloudWorld Copyright 2024,Oracle and/or its affiliates4Distributed CloudAI ServicesGenerative AI and ML for Data PlatformsGenAI capabilitiesApplicationsEmbedded AIThe Oracle AI stack5Copyright 2024,Or

4、acle and/or its affiliatesDataAI Partners and ISVs AI InfrastructureFusion ApplicationsNetSuiteIndustry Applications3rd Party ApplicationsFusion AnalyticsGenAIGenAI AgentsDigital AssistantSpeechLanguageVisionDocument UnderstandingOracle Database Vector SearchAutonomous Database Select AIData Science

5、ML in Oracle DatabaseData LabelingSupercluster with RDMA networkingCompute GPU:Bare metal,VMs,KubernetesBlock,Object,File Storage,HPC filesystemsPublic|Government|Dedicated|Sovereign|AlloyAI Application Architectures with Oracle DatabaseOracle CloudWorld Copyright 2024,Oracle and/or its affiliates6P

6、L/SQL SDK/packagesOracle CloudWorld Copyright 2024,Oracle and/or its affiliates7 UTL_HTTP DBMS_CLOUD(send_request,etc.)DBMS_CLOUD_OCI_OBS_OBJECT_STORAGE DBMS_CLOUD_OCI_AIS_AI_SERVICE_SPEECH,VISION,etc.DBMS_CLOUD_AI for NL2SQL/Select AIJavaScript outside or inside the Oracle DatabaseOracle CloudWorld