Docs for the new log stores

[bcdurak]

Describe changes

You can see how it looks here.

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[bot]]

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: 2025-12-13 01:06:05 UTC}

[bcdurak]

@stefannica I applied all your suggested changes.