利用 Helidon AI、LangChain4J 和 Oracle GenAI 创建 AI 驱动的服务 [SHO3001].pdf

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1、 Creating AI-Powered Services with Helidon,LangChain4J,and Oracle GenAISHO3001Ali MukadamSenior Principal Product ManagerHelidonOctober,2025$whoami$Helidon Product Manager$Ex-Plumtree,Ex-BEA,Ex-Presales$Helped key customers implement Oracle Middleware deployment,migrate to OCI globally$Lead maintain

2、er for open source Terraform modules for Oracle Cloud on GitHub:OKE,VCN,Bastion etc.$Oracle Cloud,Open Source&CNCF evangelist$https:/ 2025,Oracle and/or its affiliates|Confidential:Internal/Restricted/Highly RestrictedAsk:How can we use AI to make documentation more accessible to Oracle customers?3C

3、opyright 2025,Oracle and/or its affiliates|Confidential:Internal/Restricted/Highly RestrictedSoftware and AI Trends4Copyright 2025,Oracle and/or its affiliates|Confidential:Internal/Restricted/Highly RestrictedAnatomy of a Retrieval Augmented Generation(RAG)system5Copyright 2025,Oracle and/or its af

4、filiates|Confidential:Internal/Restricted/Highly RestrictedDramatis Personae6Copyright 2025,Oracle and/or its affiliates|Confidential:Internal/Restricted/Highly RestrictedHelidon FrameworkJavaSimplicity and performance without sacrificing functionalityEarly adoption,support of new Java features,JDK

5、releasesLightweight,blazing fast,virtual threads from the ground upDeveloper,cloud-native friendlyDeveloper choices:programming,API modelsContainer,Kubernetes readyLoaded for AILangChain4j integration-Enhanced support for Oracle AI models,Oracle DB 23ai embedding store+-Oracle Cloud Generative AI se

6、rvice+Scalable virtual threads-based MCP server7Copyright 2025,Oracle and/or its affiliates|Confidential:Internal/Restricted/Highly RestrictedModern,Open-source framework for microservicesJavaCloudAILangChain4jBest-in-class AI integration framework for JavaProvides a unified API to experiment,develo