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docs(helm): point KEDA ScaledObject at the quickstart Deployment (NVBug 6622429) #2602

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docs(helm): point KEDA ScaledObject at the quickstart Deployment (NVBug 6622429) #2602

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24 changes: 21 additions & 3 deletions nemo_retriever/helm/README.md
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Expand Up @@ -1747,16 +1747,34 @@ topology:
batch: { hpa: { enabled: false } }
```

Then apply your own `ScaledObject` — example for the realtime pool:
Then apply your own `ScaledObject` for the realtime pool.
`spec.scaleTargetRef.name` must match the rendered realtime Deployment
in the same namespace. For the documented quickstart release `retriever`,
that Deployment is `retriever-nemo-retriever-realtime`. The chart names
that Deployment from the Helm fullname plus the `-realtime` suffix, so a
different release produces a different name. Discover the rendered name
with the `app.kubernetes.io/instance` and `app.kubernetes.io/component`
labels:

```bash
kubectl get deploy \
-l app.kubernetes.io/instance=retriever,app.kubernetes.io/component=realtime \
-o jsonpath='{.items[0].metadata.name}{"\n"}'
```

Replace `retriever` in the label selector with your Helm release name.
Repeat the same pattern for the batch pool with
`app.kubernetes.io/component=batch`. The following example uses the
documented quickstart realtime Deployment:

```yaml
apiVersion: keda.sh/v1alpha1
kind: ScaledObject
metadata:
name: nemo-retriever-realtime
name: retriever-nemo-retriever-realtime
spec:
scaleTargetRef:
name: nemo-retriever-realtime
name: retriever-nemo-retriever-realtime
minReplicaCount: 2
maxReplicaCount: 8
cooldownPeriod: 300
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