革新开放网络：Monsoon 2.0——AI增强型ORCA和SONiC智能CLI.pdf

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1、Kamal BhattHead of Value Driven Software DeliveryRevolutionizing Open Networking:Monsoon 2.0,AI-Enhanced ORCA and Smart CLI for SONiCKamal BhattSTORDISARTIFICIAL INTELLIGENCE(AI)Revolutionizing Open Networking:Monsoon 2.0,AI-Enhanced ORCA and Smart CLI for SONiCMonsoon1We started building A Monitori

2、ng Tool For SONiCMonsoon1 ArchitectureAgent basedmonitoring.Config prometheus with eachdevice IP.Higher systemresourceusage.Delayed responses.Users tendtoinstallmoreexportersforadditional metrics.GrafanaMonsoon2 ArchitectureMonsoon2TopologyDatabaseorca_nw_libAgentless Solution.NoTelegraf,OnlyTime Se

3、ries Database Influxdbisused.Using orca_nw_lib.TopologyData.Easy Maintenance.Single dockercomposecommand sets up every thingin onestep.Limited support forPrometheus still available.Monsoon2 MetricsContains All metrics available inMonsoon1.Comes with ready made Dashboardas before.Where to get Monsoon

4、2-https:/ AI ChatbotA Chatbot tovisualizethetelemetrydataondemand.Testedwithopensource LLMs-deepseek-r1-distill-llama-70b llama-3.1-8b-instantAn Open Source OrchestrationSolution For SONiC3 Major components-Network Topology maintained Neo4jgraph database.Realtime updates in DB using gNMI subscriptio

5、ns.ORCA Network LibraryORCA BackendORCA UIFeatures AvailableDevice Discovery withTopo links.Device Configuration.SONiCRelease Installation.ZTP&DHCP configuration.ORCASK An AI Chatbot todo device configuration.Under DevelopmentNetwork configurationtempatesORCASKSmart CLI Smart CLI is an intelligent t

6、erminaldeveloped for SONiC.Converts user input into actual command for SONiCconfiguration.No finetuned LLMs needed instead SMART CLI uses RAG which is fed with User Guides and other switch related documentation.Smart CLI-DesignSmart CLI is