fix: Upgrade azure-ai-ml Package to Version 1.26.1 and Restore Script to Base Version

[UtkarshMishra-Microsoft]

Purpose

This commit upgrades the azure-ai-ml package to version 1.26.1 and restores the script to its base version without any workarounds. The upgrade ensures compatibility with the latest features and improvements in the azure-ai-ml package while maintaining a simpler, more stable script configuration.

Key Changes:

• Upgraded azure-ai-ml package to version 1.26.1.
• Restored script to base version, removing asynchronous workarounds.
• Ensured compatibility with new package version and streamlined deployment process.

This update provides improved functionality with the latest package version while ensuring stability and ease of use in the deployment process.

Does this introduce a breaking change?

• Yes
• No

Golden Path Validation

• I have tested the primary workflows (the "golden path") to ensure they function correctly without errors.

Deployment Validation

• I have validated the deployment process successfully and all services are running as expected with this change.

What to Check

Verify that the following are valid

• ...

Other Information