azs phi4 notebook

[farzad528]

Purpose

This PR shows how to use Phi4-mini and Phi-4-multimodal for RAG using Azure AI Search.

Does this introduce a breaking change?

[ ] Yes
[x] No

Does this require changes to learn.microsoft.com docs?

This repository is referenced by (https://azure.microsoft.com/products/phi-3)
which includes deployment, settings and usage instructions.

[ ] Yes
[x] No

Type of change

[ ] Bugfix
[x] Feature
[ ] Code style update (formatting, local variables)
[ ] Refactoring (no functional changes, no api changes)
[ ] Documentation content changes
[ ] Other... Please describe:

[github-actions]

Check Broken URLs

We have automatically detected the following broken URLs in your files. Review and fix the paths to resolve this issue.

Check the file paths and associated broken URLs inside them.
For more details, check our Contributing Guide.

File Full Path	Issues
code/07.Lab/01/Apple/phi3ext/vsc-extension-quickstart.md	# Link Line Number 1 https://code.visualstudio.com/api/working-with-extensions/bundling-extension 46 2 https://code.visualstudio.com/api/working-with-extensions/publishing-extension 47 3 https://code.visualstudio.com/api/working-with-extensions/continuous-integration 48
code/07.Lab/01/Apple/phi3ext/README.md	# Link Line Number 1 https://code.visualstudio.com/api/references/extension-guidelines?WT.mc_id=aiml-137032-kinfeylo 56 2 http://code.visualstudio.com/docs/languages/markdown?WT.mc_id=aiml-137032-kinfeylo 68
code/07.Lab/01/AIPC/extensions/phi3ext/vsc-extension-quickstart.md	# Link Line Number 1 https://code.visualstudio.com/api/working-with-extensions/bundling-extension?WT.mc_id=aiml-137032-kinfeylo 46 2 https://code.visualstudio.com/api/working-with-extensions/publishing-extension?WT.mc_id=aiml-137032-kinfeylo 47 3 https://code.visualstudio.com/api/working-with-extensions/continuous-integration?WT.mc_id=aiml-137032-kinfeylo 48
code/07.Lab/01/AIPC/extensions/phi3ext/README.md	# Link Line Number 1 https://code.visualstudio.com/api/references/extension-guidelines?WT.mc_id=aiml-137032-kinfeylo 56 2 http://code.visualstudio.com/docs/languages/markdown?WT.mc_id=aiml-137032-kinfeylo 68
code/09.UpdateSamples/Aug/vscode/phiext/vsc-extension-quickstart.md	# Link Line Number 1 https://code.visualstudio.com/api/working-with-extensions/bundling-extension 46 2 https://code.visualstudio.com/api/working-with-extensions/publishing-extension 47 3 https://code.visualstudio.com/api/working-with-extensions/continuous-integration 48
code/09.UpdateSamples/Aug/vscode/phiext/README.md	# Link Line Number 1 https://code.visualstudio.com/api/references/extension-guidelines 56 2 http://code.visualstudio.com/docs/languages/markdown 68
md/02.Application/02.Code/Phi3/CreateVSCodeChatAgentWithGitHubModels.md	# Link Line Number 1 https://code.visualstudio.com/api/get-started/your-first-extension 383 2 https://code.visualstudio.com/api/extension-guides/chat 385
md/02.Application/02.Code/Phi3/VSCodeExt/README.md	# Link Line Number 1 https://code.visualstudio.com/docs/copilot/copilot-chat?WT.mc_id=aiml-137032-kinfeylo 39 2 https://code.visualstudio.com/docs/copilot/workspace-context?WT.mc_id=aiml-137032-kinfeylo 60 3 https://code.visualstudio.com/api/extension-guides/chat?WT.mc_id=aiml-137032-kinfeylo 96
md/02.Application/02.Code/Phi3/VSCodeExt/HOL/Apple/04.CreatePhi3AgentInVSCode.md	# Link Line Number 1 https://code.visualstudio.com/api/get-started/your-first-extension 12
md/02.Application/02.Code/Phi3/VSCodeExt/HOL/AIPC/04.CreatePhi3AgentInVSCode.md	# Link Line Number 1 https://code.visualstudio.com/api/get-started/your-first-extension 12
md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-Evaluation_AIFoundry.md	# Link Line Number 1 https://code.visualstudio.com 25
md/01.Introduction/02/05.AITK.md	# Link Line Number 1 https://code.visualstudio.com/docs/setup/additional-components#_vs-code-extensions 21 2 https://code.visualstudio.com/docs/setup/windows?WT.mc_id=aiml-137032-kinfeylo 21
md/04.HOL/dotnet/readme.md	# Link Line Number 1 https://dotnet.microsoft.com/download/dotnet/ 9 2 https://code.visualstudio.com/ 11