3071 - 从代理设计到代理连接：利用多代理系统实现企业自动化.pdf

1、Orlando,FLOctober 69IBM TechXchange 20253071Allen ChanIBM,Distinguished Engineer,watsonx OrchestrateMulti-Agent Collaboration&InteroperabilityAgenda0102030405watsonx Orchestrate OverviewWhy do we need multiple agents?How to build better agents?Multi-agent PatternsConnecting to other agentsIBM TechXc

2、hange|2025 IBM CorporationThe advent of AI Agents,tightly integrated with existing AI and automation investments,have ushered a new opportunity to unlock Enterprise ProductivityConversational Conversational solutions solutions AI AgentsAI AgentsIntelligent Process Intelligent Process AutomationAutom

3、ationIBM Data&AI/2025 IBM Corporation#IBMTechXchangeAI that can create for youModelsProblem-solvingLogical thinkingPattern matchingTechnical evolution:from standalone models to agentic systems4AI that can chat for youAI that can do for youAssistantsInformation retrievalPrescriptive tasksSingle-step

4、processesAgentsMulti-step processesAutonomous actionsSelf-correctionsActionActionActionActionInputInputPlanActionInputReflectAgentAgentAgentAgentSingle-agent assistantsMulti-agent assistantsTraditional assistantsIBM Data Platform|2025 IBM Corporation5AI Assistants are evolving to tackle increasingly

5、 complex tasks and unlocking new value for the EnterpriseThe tipping point Generative AIValue to the EnterpriseAssistants with AI AgentsFixed flow AI assistantsThe actual tipping point AI AgentsFixed flow AI assistants+Gen AIRigidFixed ContextMore FlexibleMore ContextualHighly FlexibleFully Contextu

6、alIBM Data Platform|2025 IBM CorporationStudioDiscover,create,and manage agents and tools that orchestrate decisions,tasks,and workflows.Orchestrator EngineAI Agent supervises and manages how work is executed across assistants,agents,and skillsIBM watsonx Orchestrate conceptual architectureSupervisi