多租户 GenAI 向量数据库：设计、成本和架构策略.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.S A S 4 0 8Multi-tenant GenAI vector databases;Design,cost and architecture strategiesFarooq AshrafSenior Solutions ArchitectAmazonNihilson GnanadasonSenior Solution

2、s ArchitectAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Tenant deployment models 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Tenant deployment modelsControl planeSaaS provider 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Tenant d

3、eployment modelsControl planeSaaS providerTenant 1Tenant 2ServiceServiceFull stack silo model 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Tenant deployment modelsControl planeSaaS providerTenant 1Tenant 2ServiceServiceFull stack silo modelFull stack pool modelTenant 1Tenant 2S

4、ervice 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.SaaS multi-tenant vector store 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Tenant 1Tenant NServiceService.1SaaS multi-tenant vector store 2025,Amazon Web Services,Inc.or its affiliates.All rights reserve

5、d.Data Source2Tenant ContextTenant 1Tenant NServiceService.1SaaS multi-tenant vector store 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Data Source2Tenant ContextTenant 1Tenant NServiceService.1Embedding Models3SaaS multi-tenant vector store 2025,Amazon Web Services,Inc.or its

6、affiliates.All rights reserved.Data Source2Tenant ContextTenant 1Tenant NServiceService.1Embedding Models3Vector StorePooled Tenant 1.NVector StoreSilo Tenant AVector StoreSilo Tenant BStorage and Vector Layer4SaaS multi-tenant vector store 2025,Amazon Web Services,Inc.or its affiliates.All rights r