雅虎财经如何利用 Gen AI 构建研究多智能体系统.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.S P S 3 2 1How Yahoo!Finance built research multi-agent systems with Gen AIRahul GhoshDipen RughwaniVidya Sagar RavipatiApplied ScientistAWS GenAI Innovation Center(

2、he/him)Director of ResearchYahoo Finance(he/him)Applied Science ManagerAWS GenAI Innovation Center(he/him)2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Session OverviewExplore how enterprises are adopting and scaling multi-agent systems with Amazon Bedrock and AgentCore for adva

3、nced data analysis and research applications.In this session,Dipen Rughwani from Yahoo Finance will share his journey on designing and implementing multi-agent systems for financial question answering.This work investigates methods for orchestrating agents,integrating with Yahoo Finance web services

4、 that deliver structured and unstructured data to web and mobile applications.We discuss approaches for enabling coordinated tool/API calling for heterogeneous sources and evaluating performance trade-offs in multi-agent architectures.The session provides practical guidance for architects and data s

5、cientists building enterprise-scale agent-based solutions.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaFoundations:Agent and Multi-Agent SystemsDeep Research AgentsAWS Bedrock AgentCore Deep DiveYahoo Finance Journey 2025,Amazon Web Services,Inc.or its affiliates.All righ

6、ts reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Foundations:Agent and Multi-Agent Systems 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AI AgentsA T E C T O N I C S H I F T F O R H O W W EI N T E R A C TD E P L O YB U I L D 2025,Amazon Web Services