Sean
09/29/2022, 10:36 PM## TOC
- Concepts
- Architecture
- Diagram ([<https://excalidraw.com/](https://excalidraw.com/)>)
- Yatai (Kubernetes, PostgreSQL protocol database, S3)
- Yatai deployment (cert-manager, metrics-server, docker registry, ingress class/annotations)
- Observability (Prometheus, Grafana, Loki)
- Terminology/Additional resources (links?)
- BentoML models
- Model registry
- Bento
- Bento registry
- Bento Deployment CRD
- Installation
- Yatai Installation/System requirements
- [Yatai Deployment](<https://docs.bentoml.org/projects/yatai/en/latest/installation/yatai_deployment.html)/System> requirements
- (Install) Observability (for Prometheus/Grafana/Loki)
- [Update](<https://docs.bentoml.org/projects/yatai/en/latest/installation/yatai.html>) / Migration from Yatai 0.4
- Troubleshoot
- Limitations
- Does not support Docker on MacOS
- *Common installation questions (?)*
- First time set up AWS - give permissions
- Kubernetes problems - check VPN
- Uninstall
- Tutorial (Video)
- Yatai
- Model and bento repository (push/pull and UI)
- Administrator (manage users)
- Yatai Deployment
- Create, delete, update deployments from UI
- Create, delete, update deployments from BentoDeployment CRD
- Kubernetes
- BentoDeployment CRD (Examples)
- Note: comes with `yatai-deployment`
```jsx
> kubectl apply deployment.yaml
> k get svc
- Observability
- Metrics, Logs, (Traces) [Collecting metrics and logs](https://docs.bentoml.org/projects/yatai/en/latest/observability/metrics.html)```