在流媒体架构中应用人工智能（由 Redpanda 赞助）.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.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Garrett RaskaSenior Solutions EngineerRedpanda Data Adopting AI within Streaming Architectures:Age

2、ntic FocusAIM 265-S 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.01 Intro to Redpanda 02 AI and Streaming?Why?03 Overview of Architectures04 Review through lens of use-case05 Practical GuidanceAgenda 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon

3、 Web Services,Inc.or its affiliates.All rights reserved.Fueling Mission Critical Data Workloads 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.CDCIOTSQLMICRO SVCSEVENTSRCDATAFEEDAIBUILD&INTEGRATECONNECTTRANSFORMST

4、REAMEXPLORE300+connectors,configuration-drivenExtensible connect processors,in-broker transformsHigh-performance Kafka service,tiered storageBest in class Kafka UXDEPLOY&OPERATEAUTOMATEOBSERVESECUREREDPANDA ENTERPRISESelf-managed anywhere with 24-7 supportREDPANDA CLOUDFully managed BYOC,Dedicated,S

5、erverlessAWS LambdaGCP StorageS3ElasticAzure BlobMQTTPostgres DBLogs Azure Cosmos DBOllamaMongoDBCockroachDBDynamoDBRabbitMQMySQL DBRedis DB 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AI and Agentic Systems 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.20

6、25,Amazon Web Services,Inc.or its affiliates.All rights reserved.OraclePublic InternetPRIVATE VPC|BYOCOpenAIAnthropicAmazon BedrockS3 BucketLlama 405bnAI GatewayAgentMCP GatewayLog:Observability|RPLog:Human In the LoopHuman:Dashboard|SystemGit/CodeSQL/OxlaRuns on AWS 2025,Amazon Web Services,Inc.or