fix: AVM guidelines & version issue fix

[NirajC-Microsoft]

Purpose

This pull request introduces significant improvements to deployment flexibility, documentation, and resource tagging for the Document Knowledge Mining Solution Accelerator. The main changes include enhanced support for both AVM and azd deployment methods in scripts and documentation, improved resource tagging for traceability, an upgrade to the AKS Kubernetes version, and more robust handling of deployment outputs in PowerShell scripts.

Deployment & Script Improvements

• Added support for passing a ResourceGroupName parameter to resourcedeployment.ps1, enabling post-deployment configuration for AVM, ARM/Bicep, and custom template deployments. The script now detects the deployment method and maps outputs accordingly. [1] [2] [3] [4] [5]
• Updated documentation in DeploymentGuide.md and added a new AVMPostDeploymentGuide.md to clarify deployment steps for both azd and AVM users, including explicit instructions for script usage and post-deployment configuration. [1] [2]

Resource Tagging & Metadata

• Resource group tags now include a DeploymentName and CreatedBy field for better traceability of deployments and ownership in both Bicep and JSON templates. [1] [2] [3]

Infrastructure Updates

• Upgraded the AKS Kubernetes version from 1.30.4 to 1.32.7 in both Bicep and JSON templates to ensure compatibility and access to new features. [1] [2]
• Improved logic for monitoring and diagnostics settings to support existing Log Analytics workspaces, enhancing flexibility for enterprise deployments.

Other Enhancements

• Adjusted default GPT model capacity from 150 to 100 in the deployment template for resource optimization.
• Fixed resource dependency ordering in JSON template for more reliable deployments.

These changes collectively improve the deployment experience, make post-deployment steps clearer for different user scenarios, and enhance resource management and traceability.

• ...

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

[github-actions]

🎉 This PR is included in version 1.1.1 🎉

The release is available on GitHub release

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