矢量数据库：在AI时代创新数据管理.pptx

1、Vector Databases:Innovating Data Management in the AI Era,Fill out the session evaluation and enter to,25 years in ITPast:Software Developer,DBA,TPM,Cloud ArchitectCurrently Global Practice Leader at Datavail(Lead Cloud Migration&Modernizations,Site Reliability Engineering,and NoSQL practices)10+yea

2、rs of experience with Cloud,M,MichaelAgarwal,Director&Global Practice Leader(SRE,Cloud&NoSQL Databases)Datavail,Datavail at a Glance,Delivering a superior approach to leveraging data through application of a tech-enabled global delivery model&deep specialization in databases,data management,and appl

3、ication services.,Invested,in IP that improves the service experience and drives efficiency,Years,building and operating mission critical data and application systems,Employees,4,Datavails Superpowers,.Net App ModernizationApplication Modernization,Strategy&ImplementationCloud Native Development(Ser

4、verless/Containers/Kubernetes)DevOps Strategy and ImplementationSprint Based App Dev as a Service for Cloud Native AppsManaged Services,AnalyticsData Estate ModernizationAnalytics RoadmapsData IntegrationsVisualization CoEData Governance/MDMData Architectures-Business OutcomesAnalytics Managed Servi

5、cesAI/ML,DatabasesData Estate Strategy/PlanningDatabase Migrations to CloudDB Modernization Strategy and ImplementationDatabase Upgrades and Performance TuningHigh Availability and Disaster RecoveryDatabase Managed Services,Oracle WorkloadsLegacy Migrations to Cloud:EBS,JDE,PeopleSoft,Hyperion,Essba

6、se,WeblogicOracle Database and Oracle Tech Stack Migrations&ModernizationsAWS Architecture&Performance TuningOracle Application and Database Managed Services,Cloud Platforms,Agenda,What are LLMs and RAG?What are Vector Databases and Why is an Efficient Vector Search Feature Important?How Vector Data