利用 Amazon DocumentDB 和 Gene AI 增强应用程序智能.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.D A T 3 1 3Supercharge app intelligence using gen AI with Amazon DocumentDBDoug BonserSr.DocumentDB SAAWSCody AllenPr.DocumentDB SAAWS 2025,Amazon Web Services,Inc.o

2、r its affiliates.All rights reserved.AgendaGenerative AIVector embeddingsAccess patternsBest practices 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Generative AI is estimated to add$2.6 to 4.4 trillion to the global economy annually.Source:McKinsey Global Institute(2023):AI cou

3、ld increase corporate profits by$4.4 trillion a year,according to new researchhttps:/ 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Genericgenerative AIGenerative AI that knows your business and your customerYour data continues to be the differentiator 2025,Amazon Web Services,I

4、nc.or its affiliates.All rights reserved.DataSourcesStreaming dataBig data processing Operational databasesSearch dataData warehouseExternal data sourcesUnstructured dataSemi-structured data(Sales and inventory reports)(Customer profiles,order history)(Customer behavior data)(User search queries)(Ca

5、rt activity,pricing)(Supplier feeds,3P logistics)(User session analytics)(Product reviews,support manuals)Leverage existing data sources 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.In most cases,storing vectors and data together is ideal 2025,Amazon Web Services,Inc.or its aff

6、iliates.All rights reserved.Reduce the need for data sync and movementAvoid additional licensing and managementUse familiar tools that meet your requirementsProvide a faster experience to end usersIn most cases,storing vectors and data together is ideal 2025,Amazon Web Services,Inc.or its affiliates