Build Evaluation Pipeline
Create an automated RAG evaluation pipeline using Argo Workflows. Build scheduled pipelines that run evaluation against golden datasets and log results to MLflow.
Lab Overview
Create an automated RAG evaluation pipeline using Argo Workflows. Build scheduled pipelines that run evaluation against golden datasets and log results to MLflow.
What You'll Learn
Install and configure Argo Workflows on Kubernetes
Create workflow templates for evaluation tasks
Build evaluation pipelines that log to MLflow
Configure scheduled (CronWorkflow) evaluation runs
Prerequisites
Kubernetes fundamentals
Understanding of MLflow tracking
Basic understanding of CI/CD pipelines
Technologies Covered
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Everything Included in Your Subscription
Content & Learning
- Access to all courses and bootcamps
- Video lessons with closed captions
- Interactive quizzes and assessments
- Course completion certificates
Hands-On Labs
- Browser-based cloud labs
- Pre-configured VMs ready to use
- Playgrounds for experiments
- Multi-VM realistic scenarios
AWS Integration
- Managed AWS Account included
- Pre-configured environments
- Real-world cloud scenarios
Support & Community
- Priority support
- Active community forum
No Setup Required
- Everything runs in your browser
- No software installation needed
- Automatic environment provisioning
- Works on any device
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