利用 NVIDIA 和 OCI 构建面向企业数据的 AI 研究代理 [THR3947].pdf

1、AI-Q NVIDIA Deep ResearcherLeading open,Portable Research AgentAndrew Butterfield,NVIDIA GTM&Partner Management|October 2025What is a Deep Researcher?An AI Agent that Conducts Comprehensive,Multi-Step ResearchPLAN RESEARCH STRATEGYSEARCH MULTIPLE SOURCESANALYZE AND SYNTHESIZECREATE REPORT WITH CITAT

2、IONSAI Search vs.Deep ResearchQuick,Relevant Results vs.Comprehensive Analysis and ReportsAI SearchContextual understandingCurated relevant resultsAI-powered analysisDeeper comprehensionTakes secondsSome automated insightsDeep ResearchAgentic multi-step processComprehensive reportsIterative investig

3、ationIn-depth synthesisTakes minutesFull automated analysisSEARCH&SUMMARIZEREASONWRITEREFINEConsiderations for Deploying Deep Research in the EnterpriseEnsuring Secure,Scalable,Transparent AI Integration for Maximum Business ImpactData Quality,Privacy,SecurityIntegration&InfrastructureModel Transpar

4、ency&AccuracyTalent&Cross-Functional TeamsScalability&CostsOngoing Lifecycle ManagementOn premises option for sensitive workloadsConnected across enterprise data sourcesOrchestration,explainability,and monitoringData science,compliance,cybersecurity&domain knowledgeInfrastructure&workload sizingMode

5、l updates,retraining,&performance monitoringAI-Q is the Top-Ranked Open,Portable Agent on DeepResearch Bench Powerful Reasoning:using the latest Llama Nemotron model Portable:agents operate anywhereon prem or cloud,with on prem options providing added security and reduced latency Open and Customizab

6、le:enabling organizations to adapt a deep researcher for their unique use case Concise:23-page reports,directly answering questions and including full citations showing actual source textunlike longer and more verbose reports Quality Metrics:such as hallucination detection,groundedness,and multisour