Support python 3.14

[schustmi]

Describe changes

Adds support for python 3.14.

Breaking changes:

• SQLModel bumped from version 0.18.0 -> 0.38.0

Pre-requisites

Please ensure you have done the following:

• I have read the CONTRIBUTING.md document.
• I have added tests to cover my changes.
• I have based my new branch on develop and the open PR is targeting develop. If your branch wasn't based on develop read Contribution guide on rebasing branch to develop.
• IMPORTANT: I made sure that my changes are reflected properly in the following resources:
  • ZenML Docs
  • Dashboard: Needs to be communicated to the frontend team.
  • Templates: Might need adjustments (that are not reflected in the template tests) in case of non-breaking changes and deprecations.
  • Projects: Depending on the version dependencies, different projects might get affected.

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)
• Other (add details above)

[github-actions]

Documentation Link Check Results

❌ Absolute links check failed
There are broken absolute links in the documentation. See workflow logs for details
✅ Relative links check passed
_{Last checked: 2026-06-01 14:58:18 UTC}

[socket-security]

Review the following changes in direct dependencies. Learn more about Socket for GitHub.

Diff	Package	Supply Chain Security	Vulnerability	Quality	Maintenance	License
	orjson@​3.10.18 ⏵ 3.11.9	+1	+16			-30
	sqlmodel@​0.0.18 ⏵ 0.0.38

View full report

[bcdurak]

It makes me a bit uneasy to modify existing migration scripts but I couldn't find a scenario which would fail. Considering all the other changes, the sooner we merge this the better. I left a small comment but other than that things look good.