Ingenia：专属企业客户的GenAI应用开发和管理工具.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.2025 GCR Tech Summit 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Building a

2、 RAG LLM Platform for FSI Customers-From Concept to ProductionF S I 2 0 1Kelvin ChanSr Delivery Consultant-AppModProfessional ServicesYixin HuangSr Delivery Consultant AI/MLProfessional Services 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.IntroductionDemoRAG implementationArch

3、itectureDesign ConsiderationsQ&AAgenda 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Generative AI use cases across industriesEnhance customerexperiencesChatbotsVirtual assistants Conversation analytics PersonalizationBoost employeeproductivity&creativityConversational search Su

4、mmarizationContent creationCode generation Data to insightsOptimize businessprocessesDocument processing Data augmentationFraud detection Process optimization 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Concerns on Data ProtectionData includes internal documents,financial data

5、 and sensitive dataRequires robust data protection measures to safeguard customer data 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What does customer want?Personal Document ProcessingUpload and analyze documents using AI for content generation,summarization,translation,analysi

6、s and moreInternal Knowledge AssistantRAG on internal policies and informationCybersecurity Intelligence AssistantRAG on cybersecurity intelligence source through web crawling 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2024,Amazon Web Services,Inc.or its affiliates.All rights