向量数据库人工智能时代的创新数据管理.pptx

1、Vector Databases:Innovating Data Management in the AI EraFill out the session evaluation and enter 325 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+years

2、of experience with CloudMMichaelAgarwalDirector&Global Practice Leader(SRE,Cloud&NoSQL Databases)DatavailConnect or follow me on LinkedIn:https:/ at a GlanceDelivering a superior approach to leveraging data through application of a tech-enabled global delivery model&deep specialization in databases,

3、data management,and application services.$25MInvestedin IP that improves the service experience and drives efficiency15+Yearsbuilding and operating mission critical data and application systems1,200+E5Datavails Superpowers.Net App Modernization Application Modernization,Strategy&Implementation Cloud

4、 Native Development(Serverless/Containers/Kubernetes)DevOps Strategy and Implementation Sprint Based App Dev as a Service for Cloud Native Apps Managed ServicesAnalytics Data Estate Modernization Analytics Roadmaps Data Integrations Visualization CoE Data Governance/MDM Data Architectures-Business O

5、utcomes Analytics Managed Services AI/MLDatabases Data Estate Strategy/Planning Database Migrations to Cloud DB Modernization Strategy and Implementation Database Upgrades and Performance Tuning High Availability and Disaster Recovery Database Managed ServicesOracle Workloads Legacy Migrations to Cl

6、oud:EBS,JDE,PeopleSoft,Hyperion,Essbase,Weblogic Oracle Database and Oracle Tech Stack Migrations&Modernizations AWS Architecture&Performance Tuning Oracle Application and Database Managed ServicesCloud PlatformsAgenda1.What are LLMs and RAG?2.What are Vector Databases and Why is an Efficient Vector