人工智能时代翻译技术教学案例库 课件 3 医学翻译智能体的创建与应用（下）

演示结束谢谢观看Chapter5如何在扣子平台搭建工作流HowtoBuildaWorkflowonCoze翻译技术教学赛道：第2课时CONTENTSIntroduction02StepstoCreateaWorkflowonCoze03ApplicationandPractice04CreateYourOwnWorkflows0101IntroductionPARTONEWhatisaworkflow?InthecontextofAI,aworkflowreferstothestructuredprocessorpipelinethroughwhichanAIsystemoperatestoachievespecifictasksoroutcomes.Itofteninvolvesmultiplestages,tools,andtechniquesworkingtogetherinharmony.IntroductionTypicalAIWorkflow1.DataCollectionandPreparationIntroductionGatheringrelevantdatafromsourceslikedatabases,sensors,orwebscraping.Cleaningandpreprocessingdatatoensureit'susable,suchashandlingmissingvaluesorstandardizingformats.TypicalAIWorkflow2.FeatureEngineeringIntroductionExtractingorcreatingmeaningfulfeaturesfromrawdatathattheAImodelcanusetomakepredictionsordecisions.TypicalAIWorkflow3.ModelSelectionandTrainingIntroductionChoosinganappropriateAIormachinelearningalgorithmbasedonthetask(e.g.,neuralnetworks,decisiontrees,etc.).Splittingdataintotraining,validation,andtestsets,andtrainingthemodelusingthetrainingdata.TypicalAIWorkflow4.ModelEvaluationandTuningIntroductionAssessingthemodel'sperformanceusingmetricslikeaccuracy,precision,orrecall.Fine-tuninghyperparameterstoimprovethemodel'saccuracyorefficiency.TypicalAIWorkflow5.DeploymentIntroductionIntegratingthetrainedmodelintoaproductionenvironmentorapplication.SettingupAPIs,userinterfaces,orsystemswherethemodelcanbeaccessed.TypicalAIWorkflow6.MonitoringandMaintenanceIntroductionContinuouslymonitoringthemodel'sperformancetoensureaccuracyovertime.Updatingorretrainingthemodelasnewdatabecomesavailableorasrequirementschange.02StepstoCreateaWorkflowonCozePARTTWO1.AccessCozePlatformStepstoCreateaWorkflowonCozeLogintoyourCozeaccount.​Navigatetothe"Workflows"section.​2.InitiateaNewWorkflowStepstoCreateaWorkflowonCozeLogintoyourCozeaccount.​Navigatetothe"Workflows"section.​3.DesigntheWorkflowStructureStepstoCreateaWorkflowonCozeStartNodePluginNodeLLMs(LargeLanguageModels)NodeEndNode4.ConfigureNodeConnectionsStepstoCreateaWorkflowonCozeConnectthenodesinsequence:StartNode→PluginNode→LLMsNode→EndNode.5.TestandDeployStepstoCreateaWorkflowonCozeRuntestsbyinputtingvarioustopicstoensuretheworkflowretrievesandsummarizesnewsaccurately.​Oncevalidated,deploytheworkflowandintegrateitwithyourbot.03ApplicationandPracticePARTTHREECreateaWorkflowforTextGenerationandEditingApplicationandPractice1.CreateanAIAgentShift+{{}}/explore/664d3e97000000001601132a?xsec_token=ABKHm03EoqUS4Npj_jKGMrpXzhTmcGnb_I3PKcrqZ6Uo4=&xsec_source=pc_search&source=web_search_result_notes04Cr