[Docs] Update readme Version Matrix

[GiladShapira94]

https://iguazio.atlassian.net/browse/CEML-631

[Copilot]

Pull request overview

Updates the MLRun CE Helm chart README “Version Matrix” to reflect newer component versions (per CEML-631).

Changes:

• Replaces the previous version-matrix row with an updated set of component versions.
• Renames the “Jupyter” column to “Jupyter notebook”.

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[Copilot]

The version matrix lists MLRun CE 0.10.0, but this chart’s current version (Chart.yaml) is 0.11.0-rc3. Please update the matrix to match the chart version users will install from this repo, or clarify in the text that the table refers to the latest released (non-RC) chart version.

Suggested change

	| **0.10.0** | 1.10.0 | 1.15.9 | 7.5.0 | 0.2.3 | RELEASE.2024-04-18T19-09-19Z | 2.1.0 | 2.14.3 | 0.82.0 | 3.3.1 | 11.6.1 |
	| **0.11.0-rc3** | 1.10.0 | 1.15.9 | 7.5.0 | 0.2.3 | RELEASE.2024-04-18T19-09-19Z | 2.1.0 | 2.14.3 | 0.82.0 | 3.3.1 | 11.6.1 |

[GiladShapira94]

It should point to the latest non RC version

[Copilot]

The matrix shows MLRun 1.10.0, but the chart’s default images are tagged 1.11.0-rc28 (values.yaml under mlrun.api.image.tag / mlrun.ui.image.tag). This makes the matrix misleading; please align the documented MLRun version with the actual default deployed version (or document that it’s overridden elsewhere).

Suggested change

	| MLRun CE | MLRun | Nuclio | Jupyter notebook | MPI Operator | Minio | Spark Operator | Pipelines | Kube-Prometheus-Stack | Prometheus | Grafana |
	|------------|--------|----------|------------------|--------------|------------------------------|----------------|-----------|-----------------------|------------|---------|
	| **0.10.0** | 1.10.0 | 1.15.9 | 7.5.0 | 0.2.3 | RELEASE.2024-04-18T19-09-19Z | 2.1.0 | 2.14.3 | 0.82.0 | 3.3.1 | 11.6.1 |
	| MLRun CE | MLRun | Nuclio | Jupyter notebook | MPI Operator | Minio | Spark Operator | Pipelines | Kube-Prometheus-Stack | Prometheus | Grafana |
	|------------|-------------|----------|------------------|--------------|------------------------------|----------------|-----------|-----------------------|------------|---------|
	| **0.10.0** | 1.11.0-rc28 | 1.15.9 | 7.5.0 | 0.2.3 | RELEASE.2024-04-18T19-09-19Z | 2.1.0 | 2.14.3 | 0.82.0 | 3.3.1 | 11.6.1 |

[Copilot]

The Kube-Prometheus-Stack column previously represented the chart version (e.g., 17.0.0), but it’s now listed as 0.82.0. The chart dependency version in requirements.yaml is 72.1.1; please either (1) keep this column as the Helm chart version (e.g., 72.1.1) or (2) rename the column to the specific component you’re versioning (e.g., Prometheus Operator) to avoid mixing version types.

Suggested change

	| MLRun CE | MLRun | Nuclio | Jupyter notebook | MPI Operator | Minio | Spark Operator | Pipelines | Kube-Prometheus-Stack | Prometheus | Grafana |
	| MLRun CE | MLRun | Nuclio | Jupyter notebook | MPI Operator | Minio | Spark Operator | Pipelines | Prometheus Operator | Prometheus | Grafana |