统一知识访问：将数据与生成式人工智能代理连接起来 [重复].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.A I M 3 3 8Unified Knowledge Access:Bridging Data with Generative AI AgentsAneel Murari(he/him)Senior Solutions Architect,AWSRafia Tapia(she/her)Senior Solutions Arc

2、hitect,AWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ArchitectureUnstructured DataAmazon Simple Storage Service(Amazon S3)NewDataKnowledge Bases for Amazon Bedrock(Vector Store)Structured DataAmazon AuroraAWS CloudClientPython Script Strands AgentStreamlit UIEC2 2025,Amazon

3、Web Services,Inc.or its affiliates.All rights reserved.Strands agent 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Native support for Retrieval Augmented Generation(RAG)Knowledge bases for Amazon Bedrock5MODELAnthropic-ClaudeMeta-LlamaAmazon-Titan/NovaAI21 Labs-Jurassic2USER QUE

4、RYAUGMENTED PROMPTANSWERKNOWLEDGEBASES FORAMAZON BEDROCK321456Securely connect FMs to data sources for RAG to deliver more relevant responsesFully managed RAG workflow including ingestion,retrieval,and augmentationBuilt-in session context management for multi-turn conversationsAutomatic citations wi

5、th retrievals to improve transparencyA M A Z O NB E D R O C KMistral AI-MistralCohere-Command 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Deploying to AWSAWS LambdaAmazon Elastic Container Service(ECS)Amazon El

6、astic Kubernetes Service(EKS)Amazon Bedrock AgentCore 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Deploying to AWSAWS LambdaAmazon Elastic Container Service(ECS)Amazon Elastic Kubernetes Service(EKS)(or ANY other comp