docs: updates the README.md and supporting documentation to improve deployment instructions

[Roopan-Microsoft]

Purpose

• This pull request updates the README.md and supporting documentation to improve deployment instructions, add configuration options, and enhance resource management guidance. It also introduces new sections for responsible AI practices, cost considerations, and security guidelines.

Deployment and Configuration Enhancements:

• README.md: Added detailed deployment options, including GitHub Codespaces, VS Code Dev Containers, and local environments. Introduced a table for configurable deployment settings with default values. Added instructions for quota recommendations and resource cleanup after failed deployments. [1] [2]
• CustomizingAzdParameters.md: Provided commands to customize Azure deployment parameters, such as model type, capacity, and embedding model settings.

Responsible AI and Cost Transparency:

• README.md: Added a section for responsible AI transparency with a link to the TRANSPARENCY_FAQ.md. Included a breakdown of potential costs for Azure services and a reminder to delete unused resources to avoid unnecessary charges.

Resource Management:

• DeleteResourceGroup.md: Added a new guide for manually deleting Azure resources after a failed deployment, with step-by-step instructions and visuals.

Quota Management:

• AzureGPTQuotaSettings.md: Added instructions for checking and updating Azure AI quotas, including selecting regions and managing deployed models.

These changes aim to streamline the deployment process, provide clarity on resource usage, and align with best practices for responsible AI and security.

Does this introduce a breaking change?

• Yes
• No

How to Test

• Get the code

git clone [repo-address]
cd [repo-name]
git checkout [branch-name]
npm install

• Test the code

What to Check

Verify that the following are valid

• ...

Other Information

[marktayl1]

Great work!

[github-actions]

🎉 This PR is included in version 1.3.1 🎉

The release is available on GitHub release

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