├── .devcontainer └── devcontainer.json ├── .github ├── instructions │ └── MSLearn.instructions.md ├── prompts │ ├── 01-setup-mcp.prompt.md │ └── 02-create-docs.prompt.md └── workflows │ └── add-to-project.yml ├── .gitignore ├── AGENTS.md ├── CODE_OF_CONDUCT.md ├── LICENSE ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── Skilling-Challenge.md ├── Skilling-Plan-on-Learn.md ├── Skilling-Reactor.md ├── docs ├── assets │ ├── Banner-ignite-25.png │ ├── architecture.png │ ├── logo.svg │ ├── plan.png │ └── timeline.png ├── core-labs │ ├── 0-setup │ │ ├── 00-validate-setup.md │ │ └── index.md │ ├── 1-agents │ │ └── 11-agent-service.md │ ├── 2-models │ │ ├── 21-simulate-dataset.md │ │ └── 22-evaluate-models.md │ ├── 3-customization │ │ ├── 31-basic-finetuning.md │ │ ├── 32-custom-grader.md │ │ └── 33-distill-finetuning.md │ ├── 4-evaluation │ │ ├── 41-first-evaluation.md │ │ └── 44-evaluate-agents.md │ ├── 5-tracing │ │ └── 51-trace-cora-retail-agent.md │ ├── 6-deployment │ │ └── 60-deployment.md │ ├── 7-teardown │ │ └── index.md │ ├── index.md │ └── outline.md ├── index.md ├── more-labs │ ├── 1-agents │ │ └── 12-agent-framework.md │ ├── 4-evaluation │ │ ├── 42-evaluate-quality.md │ │ └── 43-evaluate-safety.md │ ├── 5-tracing │ │ ├── 50-collect-span-snapshots.md │ │ ├── 50-trace-agent-session.md │ │ ├── 51-openai-weekend-planner.md │ │ ├── 52-langchain-weekend-planner.md │ │ └── 53-langgraph-music-router.md │ └── index.md ├── overrides │ └── home.html └── stylesheets │ └── extra.css ├── labs ├── 0-setup │ ├── 00-validate-setup.ipynb │ ├── README.self-guided.md │ └── README.skillable.md ├── 1-agents │ ├── 00-introduction.ipynb │ ├── 11-build-cora-retail-agent.ipynb │ ├── 12-agent-framework-orchestration.ipynb │ └── README.md ├── 2-models │ ├── 00-introduction.ipynb │ ├── 21-simulate-dataset.ipynb │ ├── 21-simulate-datasets.jsonl │ ├── 22-evaluate-models.ipynb │ ├── 22-evaluate-models.jsonl │ └── data.jsonl ├── 3-customization │ ├── 00-introduction.ipynb │ ├── 30-basic-datagen.jsonl │ ├── 30-basic-datagen.md │ ├── 30-product-fewshot.jsonl │ ├── 31-basic-finetuning.ipynb │ ├── 31-basic_training.jsonl │ ├── 31-basic_validation.jsonl │ ├── 32-custom-grader.ipynb │ ├── 32-distillation_export.json │ ├── 33-distill-finetuning.ipynb │ ├── 33-distill_baseline.jsonl │ ├── 33-distill_qa.jsonl │ ├── 33-distill_sft_baseline.jsonl │ ├── 33-distill_sft_qa.jsonl │ └── eval_utils.py ├── 4-evaluation │ ├── 00-introduction.ipynb │ ├── 41-first-evaluation-run.ipynb │ ├── 41-first-evaluation.jsonl │ ├── 41-first-evaluation.results.json │ ├── 42-evaluate-quality.ipynb │ ├── 42-evaluate-quality.jsonl │ ├── 42-evaluate-quality.results.json │ ├── 43-evaluate-safety.ipynb │ └── 44-evaluate-agents.ipynb ├── 5-tracing │ ├── 00-introduction.ipynb │ ├── 50-collect-span-snapshots.ipynb │ ├── 50-trace-agent-session.ipynb │ ├── 51-openai-weekend-planner.ipynb │ ├── 51-trace-cora-retail-agent.ipynb │ ├── 52-langchain-weekend-planner.ipynb │ ├── 53-langgraph-music_router.ipynb │ └── README.md ├── 6-deployment │ ├── 00-introduction.ipynb │ ├── 60-deployment.ipynb │ ├── 60-monitoring-observability.ipynb │ └── README.md ├── 7-teardown │ └── README.md ├── OUTLINE.md ├── README.md ├── assets │ ├── 0-setup-azureaifoundry-managementcenter.png │ ├── 0-setup-resources deployment.png │ ├── 00-setup-azureaifoundry-landing-page.jpg │ ├── 00-setup-model-deployments.jpg │ ├── 01-azd-solution-architecture.png │ ├── 01-azure-agent-service.png │ ├── 01-how-do-agents-work.png │ ├── 01-run-thread-model.png │ ├── 01-what-is-an-agent.png │ ├── 02-model-adding-data-source.jpg │ ├── 02-model-data-source-api-key.jpg │ ├── 02-model-system-instructions.jpg │ ├── 02-models-base-model.jpg │ ├── 02-models-data-source-in-chat.jpg │ ├── 02-models-examples.jpg │ ├── 03-cusomization-sftfinetuning.png │ ├── 03-customization-baselinegrader.png │ ├── 03-customization-finetuningmodelmetrics.jpg │ ├── 03-customization-graderbaseline.png │ ├── 03-customization-modeleval-fordiatillation.png │ ├── 04-evaluation-sample-evaluation.png │ ├── 05-tracing-applicationinsights.png │ ├── 05-tracing-resourceusage.png │ ├── 05-tracing-single-trace.png │ ├── 06-deployment-distilledmodeldeploymeny.png │ ├── 06-deployment-finetuningmodeldeployment.jpg │ └── 06-deployment-testingfinetunedmodel.png └── data │ ├── md │ ├── ELET000026.md │ ├── ELJB000014.md │ ├── ELWRN001.md │ ├── HTHM041300.md │ ├── HTMT000013.md │ ├── HTMT000014.md │ ├── HTMT000015.md │ ├── HTPL000006.md │ ├── HTPL000007.md │ ├── HTSD010001.md │ ├── HTSD020001.md │ ├── HWNA000006.md │ ├── HWNA000007.md │ ├── HWSC000001.md │ ├── HWSC000002.md │ ├── HWWA000016.md │ ├── PFBR000016.md │ ├── PFBR000017.md │ ├── PFBR000018.md │ ├── PFBR000019.md │ ├── PFDC000046.md │ ├── PFDC000047.md │ ├── PFDC000050.md │ ├── PFEP000006.md │ ├── PFEP000007.md │ ├── PFIP000001.md │ ├── PFIP000002.md │ ├── PFIP000003.md │ ├── PFIP000004.md │ ├── PFIP000005.md │ ├── PFPR000011.md │ ├── PFPR000012.md │ ├── PFPR000014.md │ ├── PFPT000042.md │ ├── PFPT000043.md │ ├── PFRL000021.md │ ├── PFRL000022.md │ ├── PFRL000023.md │ ├── PFRL000024.md │ ├── PFRL000025.md │ ├── PLTFL001.md │ ├── PTDR000001.md │ ├── PTDR000002.md │ ├── PTDR000003.md │ ├── PTSA000011.md │ ├── PTSA000012.md │ ├── PTSA000013.md │ └── SOOVR005.md │ └── products.csv ├── mkdocs.yml ├── requirements-dev.txt └── scripts ├── .env.sample ├── 1-get-env-skillable.sh ├── 1-setup.sh ├── 1-update-env-selfguided.sh ├── 2-add-model-choices.sh ├── 2-add-product-index.py ├── 2-add-products-rbac.sh ├── 3-teardown.sh ├── README.md └── customization ├── add-models-high-capacity.json ├── add-models.bicep ├── add-models.json ├── add-products-423.csv ├── add-products-50.csv ├── add-products.csv └── add-products.md /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- 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