从构思到影响：利用 AWS Marketplace 中的 AI 代理和工具.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 1 8From Idea to impact:Harness AI agents and tools in AWS MarketplaceIdan MaizlitsSenior Product ManagerAWS MarketplaceMichael LevyPrincipal Business Devel

2、opment Manager,AWS Marketplace 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaIntroduction to AI agentsChallenges building AI agentsAI Agents&Tools in AWS MarketplaceReal-life examplesDemo 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What are AI agents

3、 Autonomous software systems that leverage AI to reason,plan,and complete tasks on behalf of humans or systems AgentPlan,reason,and orchestrateStores past interactions over long&short-term memoryInteract with external environment via toolsAgent“brain”-LLMUser Prompt or Query 2025,Amazon Web Services

4、,Inc.or its affiliates.All rights reserved.Businesses are creating value with AI agentsAutomating processesImproving productivityReducing costs 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Building comprehensive AI solutions requires multiple specialized capabilitiesMonths of d

5、evelopment time for specialized AI featuresHigh costs of building in-house expertiseComplex security and compliance requirementsIntegration challenges across componentsOrganizations face:2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The prototype to production“chasm”Excitement a

6、nd potentialMeaningful business valueChallenges on the path to productionPerformanceSecurityGovernancePOCAI production agentsScalability 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Amazon Bedrock AgentCoreEverything you need for getting agents into productionN E WRuntimeMemory