├── .github ├── CONTRIBUTING.md ├── ISSUE_TEMPLATE.md └── PULL_REQUEST_TEMPLATE.md ├── .gitignore ├── 01-getting-started ├── C-Sharp │ ├── readme.txt │ ├── rest-client │ │ ├── Program.cs │ │ ├── appsettings.json │ │ └── rest_client.csproj │ └── sdk-client │ │ ├── Program.cs │ │ ├── appsettings.json │ │ └── sdk-client.csproj └── Python │ ├── readme.txt │ ├── rest-client │ ├── .env │ └── rest-client.py │ └── sdk-client │ ├── .env │ └── sdk-client.py ├── 02-cognitive-security ├── C-Sharp │ ├── keyvault_client │ │ ├── Program.cs │ │ ├── appsettings.json │ │ └── keyvault_client.csproj │ └── readme.txt ├── Python │ ├── keyvault-client │ │ ├── .env │ │ └── keyvault-client.py │ └── readme.txt └── rest-test.cmd ├── 03-monitor └── rest-test.cmd ├── 04-containers └── rest-test.cmd ├── 05-analyze-text ├── C-Sharp │ ├── readme.txt │ └── text-analysis │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── reviews │ │ ├── review1.txt │ │ ├── review2.txt │ │ ├── review3.txt │ │ ├── review4.txt │ │ └── review5.txt │ │ └── text-analysis.csproj └── Python │ ├── readme.txt │ └── text-analysis │ ├── .env │ ├── reviews │ ├── review1.txt │ ├── review2.txt │ ├── review3.txt │ ├── review4.txt │ └── review5.txt │ └── text-analysis.py ├── 06-translate-text ├── C-Sharp │ ├── readme.txt │ └── text-translation │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── reviews │ │ ├── review1.txt │ │ ├── review2.txt │ │ ├── review3.txt │ │ ├── review4.txt │ │ └── review5.txt │ │ └── translate_text.csproj └── Python │ ├── readme.txt │ └── text-translation │ ├── .env │ ├── reviews │ ├── review1.txt │ ├── review2.txt │ ├── review3.txt │ ├── review4.txt │ └── review5.txt │ └── text-translation.py ├── 07-speech ├── C-Sharp │ ├── readme.txt │ └── speaking-clock │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── speaking-clock.csproj │ │ └── time.wav └── Python │ ├── readme.txt │ └── speaking-clock │ ├── .env │ ├── speaking-clock.py │ └── time.wav ├── 08-speech-translation ├── C-Sharp │ ├── readme.txt │ └── translator │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── station.wav │ │ └── translator.csproj └── Python │ ├── readme.txt │ └── translator │ ├── .env │ ├── station.wav │ └── translator.py ├── 09-language-app └── send-call.sh ├── 10b-clu-client-(preview) ├── C-Sharp │ ├── clock-client │ │ ├── appsettings.json │ │ ├── clock_client.csproj │ │ └── program.cs │ └── readme.txt ├── Clock.json └── Python │ ├── clock-client │ ├── .env │ └── clock-client.py │ └── readme.txt ├── 11-luis-speech ├── C-Sharp │ ├── readme.txt │ └── speaking-clock-client │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── speaking_clock_client.csproj │ │ └── time-in-london.wav ├── Clock.lu └── Python │ ├── readme.txt │ └── speaking-clock-client │ ├── .env │ ├── speaking-clock-client.py │ └── time-in-london.wav ├── 12-qna └── ask-question.sh ├── 13-bot-framework ├── C-Sharp │ └── readme.txt ├── Python │ └── readme.txt └── web-client │ └── default.html ├── 15-computer-vision ├── C-Sharp │ ├── image-analysis │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── image-analysis.csproj │ │ └── images │ │ │ ├── building.jpg │ │ │ ├── person.jpg │ │ │ └── street.jpg │ └── readme.txt └── Python │ ├── image-analysis │ ├── .env │ ├── image-analysis.py │ └── images │ │ ├── building.jpg │ │ ├── person.jpg │ │ └── street.jpg │ └── readme.txt ├── 16-video-indexer ├── analyze-video.html ├── get-videos.ps1 └── responsible_ai.mp4 ├── 17-image-classification ├── C-Sharp │ ├── readme.txt │ ├── test-classifier │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── test-classifier.csproj │ │ └── test-images │ │ │ ├── IMG_TEST_1.jpg │ │ │ ├── IMG_TEST_2.jpg │ │ │ └── IMG_TEST_3.jpg │ └── train-classifier │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── more-training-images │ │ ├── apple │ │ │ ├── apple5.jpg │ │ │ └── apple7.jpg │ │ ├── banana │ │ │ ├── banana4.jpg │ │ │ └── banana6.jpg │ │ └── orange │ │ │ ├── orange8.jpg │ │ │ └── orange9.jpg │ │ └── train-classifier.csproj ├── Python │ ├── readme.txt │ ├── test-classifier │ │ ├── .env │ │ ├── test-classifier.py │ │ └── test-images │ │ │ ├── IMG_TEST_1.jpg │ │ │ ├── IMG_TEST_2.jpg │ │ │ └── IMG_TEST_3.jpg │ └── train-classifier │ │ ├── .env │ │ ├── more-training-images │ │ ├── apple │ │ │ ├── apple5.jpg │ │ │ └── apple7.jpg │ │ ├── banana │ │ │ ├── banana4.jpg │ │ │ └── banana6.jpg │ │ └── orange │ │ │ ├── orange8.jpg │ │ │ └── orange9.jpg │ │ └── train-classifier.py └── training-images │ ├── apple │ ├── IMG_20200229_164759.jpg │ ├── IMG_20200229_164760.jpg │ ├── IMG_20200229_164804.jpg │ ├── IMG_20200229_164811.jpg │ ├── IMG_20200229_164819.jpg │ ├── IMG_20200229_164823.jpg │ ├── IMG_20200229_164830.jpg │ ├── IMG_20200229_164851.jpg │ ├── IMG_20200229_164901.jpg │ ├── IMG_20200229_164918.jpg │ ├── IMG_20200229_164919.jpg │ ├── IMG_20200229_164925.jpg │ ├── IMG_20200229_164926jpg.jpg │ ├── IMG_20200229_164932.jpg │ └── IMG_20200229_164936.jpg │ ├── banana │ ├── IMG_20200229_164947.jpg │ ├── IMG_20200229_164952.jpg │ ├── IMG_20200229_164957.jpg │ ├── IMG_20200229_164958.jpg │ ├── IMG_20200229_165001.jpg │ ├── IMG_20200229_165002.jpg │ ├── IMG_20200229_165008.jpg │ ├── IMG_20200229_165016.jpg │ ├── IMG_20200229_165020.jpg │ ├── IMG_20200229_165021.jpg │ ├── IMG_20200229_165026.jpg │ ├── IMG_20200229_165027.jpg │ ├── IMG_20200229_165033.jpg │ ├── IMG_20200229_165046.jpg │ └── IMG_20200229_165047.jpg │ └── orange │ ├── IMG_20200229_165108.jpg │ ├── IMG_20200229_165112.jpg │ ├── IMG_20200229_165115.jpg │ ├── IMG_20200229_165126.jpg │ ├── IMG_20200229_165132.jpg │ ├── IMG_20200229_165147.jpg │ ├── IMG_20200229_165152.jpg │ ├── IMG_20200229_165157.jpg │ ├── IMG_20200229_165202.jpg │ ├── IMG_20200229_165219.jpg │ ├── IMG_20200229_165220.jpg │ ├── IMG_20200229_165223.jpg │ ├── IMG_20200229_165232.jpg │ ├── IMG_20200229_165234.jpg │ └── IMG_20200229_165236.jpg ├── 18-object-detection ├── C-Sharp │ ├── readme.txt │ ├── test-detector │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── produce.jpg │ │ └── test-detector.csproj │ └── train-detector │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── images │ │ ├── image11.jpg │ │ ├── image12.jpg │ │ ├── image13.jpg │ │ ├── image14.jpg │ │ ├── image15.jpg │ │ ├── image16.jpg │ │ ├── image17.jpg │ │ ├── image18.jpg │ │ ├── image19.jpg │ │ ├── image20.jpg │ │ ├── image21.jpg │ │ ├── image22.jpg │ │ ├── image23.jpg │ │ ├── image24.jpg │ │ ├── image25.jpg │ │ ├── image26.jpg │ │ ├── image27.jpg │ │ ├── image28.jpg │ │ ├── image29.jpg │ │ ├── image30.jpg │ │ ├── image31.jpg │ │ ├── image32.jpg │ │ └── image33.jpg │ │ ├── tagged-images.json │ │ └── train-detector.csproj ├── Python │ ├── readme.txt │ ├── test-detector │ │ ├── .env │ │ ├── produce.jpg │ │ └── test-detector.py │ └── train-detector │ │ ├── .env │ │ ├── images │ │ ├── image11.jpg │ │ ├── image12.jpg │ │ ├── image13.jpg │ │ ├── image14.jpg │ │ ├── image15.jpg │ │ ├── image16.jpg │ │ ├── image17.jpg │ │ ├── image18.jpg │ │ ├── image19.jpg │ │ ├── image20.jpg │ │ ├── image21.jpg │ │ ├── image22.jpg │ │ ├── image23.jpg │ │ ├── image24.jpg │ │ ├── image25.jpg │ │ ├── image26.jpg │ │ ├── image27.jpg │ │ ├── image28.jpg │ │ ├── image29.jpg │ │ ├── image30.jpg │ │ ├── image31.jpg │ │ ├── image32.jpg │ │ └── image33.jpg │ │ ├── tagged-images.json │ │ └── train-detector.py └── training-images │ ├── image1.jpg │ ├── image10.jpg │ ├── image2.jpg │ ├── image3.jpg │ ├── image4.jpg │ ├── image5.jpg │ ├── image6.jpg │ ├── image7.jpg │ ├── image8.jpg │ └── image9.jpg ├── 19-face ├── C-Sharp │ ├── computer-vision │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── detect-faces.csproj │ │ └── images │ │ │ └── people.jpg │ ├── face-api │ │ ├── Program.cs │ │ ├── analyze-faces.csproj │ │ ├── appsettings.json │ │ └── images │ │ │ ├── Aisha │ │ │ ├── face1.jpg │ │ │ ├── face3.jpg │ │ │ ├── face5.jpg │ │ │ ├── face6.jpg │ │ │ └── face8.jpg │ │ │ ├── Sama │ │ │ ├── face10.jpg │ │ │ ├── face11.jpg │ │ │ ├── face2.jpg │ │ │ ├── face7.jpg │ │ │ └── face9.jpg │ │ │ ├── people.jpg │ │ │ ├── people2.jpg │ │ │ ├── person1.jpg │ │ │ └── person2.jpg │ └── readme.txt └── Python │ ├── computer-vision │ ├── .env │ ├── detect-faces.py │ └── images │ │ └── people.jpg │ ├── face-api │ ├── .env │ ├── analyze-faces.py │ └── images │ │ ├── Aisha │ │ ├── face1.jpg │ │ ├── face3.jpg │ │ ├── face5.jpg │ │ ├── face6.jpg │ │ └── face8.jpg │ │ ├── Sama │ │ ├── face10.jpg │ │ ├── face11.jpg │ │ ├── face2.jpg │ │ ├── face7.jpg │ │ └── face9.jpg │ │ ├── people.jpg │ │ ├── people2.jpg │ │ ├── person1.jpg │ │ └── person2.jpg │ └── readme.txt ├── 20-ocr ├── C-Sharp │ ├── read-text │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── images │ │ │ ├── Lincoln.jpg │ │ │ ├── Note.jpg │ │ │ └── Rome.pdf │ │ └── read-text.csproj │ └── readme.txt └── Python │ ├── read-text │ ├── .env │ ├── images │ │ ├── Lincoln.jpg │ │ ├── Note.jpg │ │ └── Rome.pdf │ └── read-text.py │ └── readme.txt ├── 21-custom-form ├── C-Sharp │ ├── readme.txt │ ├── test-model │ │ ├── Program.cs │ │ ├── appsettings.json │ │ ├── test-model.csproj │ │ └── test1.jpg │ └── train-model │ │ ├── Program.cs │ │ ├── appsettings.json │ │ └── train-model.csproj ├── Python │ ├── readme.txt │ ├── test-model │ │ ├── .env │ │ ├── test-model.py │ │ └── test1.jpg │ └── train-model │ │ ├── .env │ │ └── train-model.py ├── sample-forms │ ├── Form_1.jpg │ ├── Form_1.jpg.labels.json │ ├── Form_1.jpg.ocr.json │ ├── Form_2.jpg │ ├── Form_2.jpg.labels.json │ ├── Form_2.jpg.ocr.json │ ├── Form_3.jpg │ ├── Form_3.jpg.labels.json │ ├── Form_3.jpg.ocr.json │ ├── Form_4.jpg │ ├── Form_4.jpg.labels.json │ ├── Form_4.jpg.ocr.json │ ├── Form_5.jpg │ ├── Form_5.jpg.labels.json │ ├── Form_5.jpg.ocr.json │ └── fields.json └── setup.cmd ├── 22-Create-a-search-solution ├── C-Sharp │ ├── margies-travel │ │ ├── Models │ │ │ └── SearchResult.cs │ │ ├── Pages │ │ │ ├── Error.cshtml │ │ │ ├── Error.cshtml.cs │ │ │ ├── Index.cshtml │ │ │ ├── Index.cshtml.cs │ │ │ ├── Privacy.cshtml │ │ │ ├── Privacy.cshtml.cs │ │ │ ├── Shared │ │ │ │ ├── _Layout.cshtml │ │ │ │ └── _ValidationScriptsPartial.cshtml │ │ │ ├── _ViewImports.cshtml │ │ │ └── _ViewStart.cshtml │ │ ├── Program.cs │ │ ├── Properties │ │ │ └── launchSettings.json │ │ ├── Startup.cs │ │ ├── appsettings.json │ │ ├── search-client.csproj │ │ └── wwwroot │ │ │ ├── css │ │ │ └── site.css │ │ │ ├── favicon.ico │ │ │ ├── images │ │ │ └── margies.jpg │ │ │ ├── js │ │ │ └── site.js │ │ │ └── lib │ │ │ ├── bootstrap │ │ │ ├── LICENSE │ │ │ └── dist │ │ │ │ ├── css │ │ │ │ ├── bootstrap-grid.css │ │ │ │ ├── bootstrap-grid.css.map │ │ │ │ ├── bootstrap-grid.min.css │ │ │ │ ├── bootstrap-grid.min.css.map │ │ │ │ ├── bootstrap-reboot.css │ │ │ │ ├── bootstrap-reboot.css.map │ │ │ │ ├── bootstrap-reboot.min.css │ │ │ │ ├── bootstrap-reboot.min.css.map │ │ │ │ ├── bootstrap.css │ │ │ │ ├── bootstrap.css.map │ │ │ │ ├── bootstrap.min.css │ │ │ │ └── bootstrap.min.css.map │ │ │ │ └── js │ │ │ │ ├── bootstrap.bundle.js │ │ │ │ ├── bootstrap.bundle.js.map │ │ │ │ ├── bootstrap.bundle.min.js │ │ │ │ ├── bootstrap.bundle.min.js.map │ │ │ │ ├── bootstrap.js │ │ │ │ ├── bootstrap.js.map │ │ │ │ ├── bootstrap.min.js │ │ │ │ └── bootstrap.min.js.map │ │ │ ├── jquery-validation-unobtrusive │ │ │ ├── LICENSE.txt │ │ │ ├── jquery.validate.unobtrusive.js │ │ │ └── jquery.validate.unobtrusive.min.js │ │ │ ├── jquery-validation │ │ │ ├── LICENSE.md │ │ │ └── dist │ │ │ │ ├── additional-methods.js │ │ │ │ ├── additional-methods.min.js │ │ │ │ ├── jquery.validate.js │ │ │ │ └── jquery.validate.min.js │ │ │ └── jquery │ │ │ ├── LICENSE.txt │ │ │ └── dist │ │ │ ├── jquery.js │ │ │ ├── jquery.min.js │ │ │ └── jquery.min.map │ └── readme.txt ├── Python │ ├── margies-travel │ │ ├── .env │ │ ├── app.py │ │ ├── static │ │ │ ├── css │ │ │ │ └── site.css │ │ │ └── images │ │ │ │ └── margies.jpg │ │ └── templates │ │ │ ├── base.html │ │ │ ├── default.html │ │ │ ├── error.html │ │ │ └── search.html │ └── readme.txt ├── UploadDocs.cmd ├── data │ ├── collateral │ │ ├── Dubai Brochure.pdf │ │ ├── Las Vegas Brochure.pdf │ │ ├── London Brochure.pdf │ │ ├── Margies Travel Company Info.pdf │ │ ├── New York Brochure.pdf │ │ └── San Francisco Brochure.pdf │ └── reviews │ │ ├── 201801.pdf │ │ ├── 201802.pdf │ │ ├── 201803.pdf │ │ ├── 201804.pdf │ │ ├── 201805.pdf │ │ ├── 201806.pdf │ │ ├── 201807.pdf │ │ ├── 201808.pdf │ │ ├── 201809.pdf │ │ ├── 201810.pdf │ │ ├── 201811.pdf │ │ ├── 201812.pdf │ │ ├── 201813.pdf │ │ ├── 201814.pdf │ │ ├── 201815.pdf │ │ ├── 201816.pdf │ │ ├── 201817.pdf │ │ ├── 201818.pdf │ │ ├── 201819.pdf │ │ ├── 201820.pdf │ │ ├── 201821.pdf │ │ ├── 201822.pdf │ │ ├── 201823.pdf │ │ ├── 201824.pdf │ │ ├── 201825.pdf │ │ ├── 201826.pdf │ │ ├── 201827.pdf │ │ ├── 201828.pdf │ │ ├── 201829.pdf │ │ ├── 201830.pdf │ │ ├── 201831.pdf │ │ ├── 201832.pdf │ │ ├── 201833.pdf │ │ ├── 201834.pdf │ │ ├── 201835.pdf │ │ ├── 201836.pdf │ │ ├── 201837.pdf │ │ ├── 201838.pdf │ │ ├── 201839.pdf │ │ ├── 201840.pdf │ │ ├── 201841.pdf │ │ ├── 201842.pdf │ │ ├── 201843.pdf │ │ ├── 201844.pdf │ │ ├── 201845.pdf │ │ ├── 201846.pdf │ │ ├── 201847.pdf │ │ ├── 201848.pdf │ │ ├── 201849.pdf │ │ ├── 201850.pdf │ │ ├── 201851.pdf │ │ ├── 201852.pdf │ │ ├── 201853.pdf │ │ ├── 201854.pdf │ │ ├── 201855.pdf │ │ ├── 201856.pdf │ │ ├── 201857.pdf │ │ ├── 201858.pdf │ │ ├── 201859.pdf │ │ ├── 201860.pdf │ │ ├── 201861.pdf │ │ ├── 201862.pdf │ │ ├── 201863.pdf │ │ ├── 201864.pdf │ │ ├── 201865.pdf │ │ └── 201866.pdf └── modify-search │ ├── index.json │ ├── indexer.json │ ├── modify-search.cmd │ └── skillset.json ├── 23-custom-search-skill ├── C-Sharp │ └── wordcount │ │ └── readme.txt ├── Python │ └── wordcount │ │ └── readme.txt ├── create-search │ ├── create-search.cmd │ ├── data_source.json │ ├── index.json │ ├── indexer.json │ └── skillset.json ├── data │ ├── collateral │ │ ├── Dubai Brochure.pdf │ │ ├── Las Vegas Brochure.pdf │ │ ├── London Brochure.pdf │ │ ├── Margies Travel Company Info.pdf │ │ ├── New York Brochure.pdf │ │ └── San Francisco Brochure.pdf │ └── reviews │ │ ├── 201801.pdf │ │ ├── 201802.pdf │ │ ├── 201803.pdf │ │ ├── 201804.pdf │ │ ├── 201805.pdf │ │ ├── 201806.pdf │ │ ├── 201807.pdf │ │ ├── 201808.pdf │ │ ├── 201809.pdf │ │ ├── 201810.pdf │ │ ├── 201811.pdf │ │ ├── 201812.pdf │ │ ├── 201813.pdf │ │ ├── 201814.pdf │ │ ├── 201815.pdf │ │ ├── 201816.pdf │ │ ├── 201817.pdf │ │ ├── 201818.pdf │ │ ├── 201819.pdf │ │ ├── 201820.pdf │ │ ├── 201821.pdf │ │ ├── 201822.pdf │ │ ├── 201823.pdf │ │ ├── 201824.pdf │ │ ├── 201825.pdf │ │ ├── 201826.pdf │ │ ├── 201827.pdf │ │ ├── 201828.pdf │ │ ├── 201829.pdf │ │ ├── 201830.pdf │ │ ├── 201831.pdf │ │ ├── 201832.pdf │ │ ├── 201833.pdf │ │ ├── 201834.pdf │ │ ├── 201835.pdf │ │ ├── 201836.pdf │ │ ├── 201837.pdf │ │ ├── 201838.pdf │ │ ├── 201839.pdf │ │ ├── 201840.pdf │ │ ├── 201841.pdf │ │ ├── 201842.pdf │ │ ├── 201843.pdf │ │ ├── 201844.pdf │ │ ├── 201845.pdf │ │ ├── 201846.pdf │ │ ├── 201847.pdf │ │ ├── 201848.pdf │ │ ├── 201849.pdf │ │ ├── 201850.pdf │ │ ├── 201851.pdf │ │ ├── 201852.pdf │ │ ├── 201853.pdf │ │ ├── 201854.pdf │ │ ├── 201855.pdf │ │ ├── 201856.pdf │ │ ├── 201857.pdf │ │ ├── 201858.pdf │ │ ├── 201859.pdf │ │ ├── 201860.pdf │ │ ├── 201861.pdf │ │ ├── 201862.pdf │ │ ├── 201863.pdf │ │ ├── 201864.pdf │ │ ├── 201865.pdf │ │ └── 201866.pdf ├── setup.cmd └── update-search │ ├── update-index.json │ ├── update-indexer.json │ ├── update-search.cmd │ └── update-skillset.json ├── 24-knowledge-store ├── create-search │ ├── create-search.cmd │ ├── data_source.json │ ├── index.json │ ├── indexer.json │ └── skillset.json ├── data │ ├── collateral │ │ ├── Dubai Brochure.pdf │ │ ├── Las Vegas Brochure.pdf │ │ ├── London Brochure.pdf │ │ ├── Margies Travel Company Info.pdf │ │ ├── New York Brochure.pdf │ │ └── San Francisco Brochure.pdf │ └── reviews │ │ ├── 201801.pdf │ │ ├── 201802.pdf │ │ ├── 201803.pdf │ │ ├── 201804.pdf │ │ ├── 201805.pdf │ │ ├── 201806.pdf │ │ ├── 201807.pdf │ │ ├── 201808.pdf │ │ ├── 201809.pdf │ │ ├── 201810.pdf │ │ ├── 201811.pdf │ │ ├── 201812.pdf │ │ ├── 201813.pdf │ │ ├── 201814.pdf │ │ ├── 201815.pdf │ │ ├── 201816.pdf │ │ ├── 201817.pdf │ │ ├── 201818.pdf │ │ ├── 201819.pdf │ │ ├── 201820.pdf │ │ ├── 201821.pdf │ │ ├── 201822.pdf │ │ ├── 201823.pdf │ │ ├── 201824.pdf │ │ ├── 201825.pdf │ │ ├── 201826.pdf │ │ ├── 201827.pdf │ │ ├── 201828.pdf │ │ ├── 201829.pdf │ │ ├── 201830.pdf │ │ ├── 201831.pdf │ │ ├── 201832.pdf │ │ ├── 201833.pdf │ │ ├── 201834.pdf │ │ ├── 201835.pdf │ │ ├── 201836.pdf │ │ ├── 201837.pdf │ │ ├── 201838.pdf │ │ ├── 201839.pdf │ │ ├── 201840.pdf │ │ ├── 201841.pdf │ │ ├── 201842.pdf │ │ ├── 201843.pdf │ │ ├── 201844.pdf │ │ ├── 201845.pdf │ │ ├── 201846.pdf │ │ ├── 201847.pdf │ │ ├── 201848.pdf │ │ ├── 201849.pdf │ │ ├── 201850.pdf │ │ ├── 201851.pdf │ │ ├── 201852.pdf │ │ ├── 201853.pdf │ │ ├── 201854.pdf │ │ ├── 201855.pdf │ │ ├── 201856.pdf │ │ ├── 201857.pdf │ │ ├── 201858.pdf │ │ ├── 201859.pdf │ │ ├── 201860.pdf │ │ ├── 201861.pdf │ │ ├── 201862.pdf │ │ ├── 201863.pdf │ │ ├── 201864.pdf │ │ ├── 201865.pdf │ │ └── 201866.pdf └── setup.cmd ├── Instructions ├── 00-setup.md ├── 00-update-resource-providers.md ├── 01-get-started-cognitive-services.md ├── 02-cognitive-services-security.md ├── 03-monitor-cognitive-services.md ├── 04-use-a-container.md ├── 05-analyze-text.md ├── 06-translate-text.md ├── 07-speech.md ├── 08-translate-speech.md ├── 09b-language-understanding-(preview).md ├── 10b-language-understanding-client-(preview).md ├── 12-qna-maker.md ├── 13-bot-framework.md ├── 14-bot-composer.md ├── 15-computer-vision.md ├── 16-video-indexer.md ├── 17-image-classification.md ├── 18-object-detection.md ├── 19-face-service.md ├── 20-ocr.md ├── 21-form-recognizer.md ├── 22-azure-search.md ├── 23-search-skills.md ├── 24-knowledge-store.md └── images │ ├── add-dialog.png │ ├── add-trigger.png │ ├── cancel-dialog.png │ ├── classify-image-code.png │ ├── cloudshell-launch-portal.png │ ├── cv_project_settings.jpg │ ├── cv_settings.jpg │ ├── fruit.jpg │ ├── getWeather-dialog-1.png │ ├── getWeather-dialog-2.png │ ├── luis-confusion-matrix.jpg │ ├── object-region.jpg │ ├── object-tag.jpg │ ├── object-tags.jpg │ ├── resource_group_variables.png │ ├── select-workflow.png │ ├── tagged-images.jpg │ ├── test-apple.jpg │ ├── upload_apples.jpg │ ├── video-indexer-custom-model.png │ ├── video-indexer-edit-name.png │ ├── video-indexer-insights.png │ ├── video-indexer-known-person.png │ ├── video-indexer-search.png │ ├── video-indexer-transcript.png │ ├── video-indexer-unknown-person.png │ ├── video-indexer-view-menu.png │ ├── video-indexer-widgets.png │ ├── weather-regex.png │ └── welcomeUsers.png ├── LICENSE ├── _build.yml ├── _config.yml ├── index.md └── readme.md /.github/ISSUE_TEMPLATE.md: -------------------------------------------------------------------------------- 1 | # Module: 00 2 | ## Lab/Demo: 00 3 | ### Task: 00 4 | #### Step: 00 5 | 6 | Description of issue 7 | 8 | Repro steps: 9 | 10 | 1. 11 | 1. 12 | 1. -------------------------------------------------------------------------------- /.github/PULL_REQUEST_TEMPLATE.md: -------------------------------------------------------------------------------- 1 | # Module: 00 2 | ## Lab/Demo: 00 3 | 4 | Fixes # . 5 | 6 | Changes proposed in this pull request: 7 | 8 | - 9 | - 10 | - -------------------------------------------------------------------------------- /01-getting-started/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /01-getting-started/C-Sharp/rest-client/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "CognitiveServicesEndpoint": "YOUR_COGNITIVE_SERVICES_ENDPOINT", 3 | "CognitiveServiceKey": "YOUR_COGNITIVE_SERVICES_KEY" 4 | } -------------------------------------------------------------------------------- /01-getting-started/C-Sharp/rest-client/rest_client.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | netcoreapp3.1 6 | rest_client 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | PreserveNewest 17 | 18 | 19 | 20 | 21 | -------------------------------------------------------------------------------- /01-getting-started/C-Sharp/sdk-client/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "CognitiveServicesEndpoint": "YOUR_COGNITIVE_SERVICES_ENDPOINT", 3 | "CognitiveServiceKey": "YOUR_COGNITIVE_SERVICES_KEY" 4 | } -------------------------------------------------------------------------------- /01-getting-started/C-Sharp/sdk-client/sdk-client.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | netcoreapp3.1 6 | sdk_client 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | PreserveNewest 16 | 17 | 18 | 19 | 20 | -------------------------------------------------------------------------------- /01-getting-started/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /01-getting-started/Python/rest-client/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_ENDPOINT=your_cognitive_services_endpoint 2 | COG_SERVICE_KEY=your_cognitive_services_key -------------------------------------------------------------------------------- /01-getting-started/Python/sdk-client/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_ENDPOINT=your_cognitive_services_endpoint 2 | COG_SERVICE_KEY=your_cognitive_services_key -------------------------------------------------------------------------------- /02-cognitive-security/C-Sharp/keyvault_client/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "CognitiveServicesEndpoint": "YOUR_COGNITIVE_SERVICES_ENDPOINT", 3 | "KeyVault": "YOUR_KEY_VAULT_NAME", 4 | "TenantId": "YOUR_SERVICE_PRINCIPAL_TENANT_ID", 5 | "AppId": "YOUR_SERVICE_PRINCIPAL_APP_ID", 6 | "AppPassword": "YOUR_SERVICE_PRINCIPAL_PASSWORD" 7 | } -------------------------------------------------------------------------------- /02-cognitive-security/C-Sharp/keyvault_client/keyvault_client.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | netcoreapp3.1 6 | keyvault_client 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | PreserveNewest 16 | 17 | 18 | 19 | 20 | -------------------------------------------------------------------------------- /02-cognitive-security/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /02-cognitive-security/Python/keyvault-client/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_ENDPOINT=your_cognitive_services_endpoint 2 | KEY_VAULT=your_key_vault_name 3 | TENANT_ID=your_service_principal_tenant_id 4 | APP_ID=your_service_principal_app_id 5 | APP_PASSWORD=your_service_principal_password -------------------------------------------------------------------------------- /02-cognitive-security/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /02-cognitive-security/rest-test.cmd: -------------------------------------------------------------------------------- 1 | curl -X POST "/text/analytics/v3.1/languages?" -H "Content-Type: application/json" -H "Ocp-Apim-Subscription-Key: " --data-ascii "{'documents':[{'id':1,'text':'hello'}]}" -------------------------------------------------------------------------------- /03-monitor/rest-test.cmd: -------------------------------------------------------------------------------- 1 | curl -X POST "/text/analytics/v3.1/languages?" -H "Content-Type: application/json" -H "Ocp-Apim-Subscription-Key: " --data-ascii "{'documents':[{'id':1,'text':'hello'}]}" -------------------------------------------------------------------------------- /04-containers/rest-test.cmd: -------------------------------------------------------------------------------- 1 | curl -X POST "http://:5000/text/analytics/v3.0/languages" -H "Content-Type: application/json" --data-ascii "{'documents':[{'id':1,'text':'Hello world.'},{'id':2,'text':'Salut tout le monde.'}]}" 2 | -------------------------------------------------------------------------------- /05-analyze-text/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /05-analyze-text/C-Sharp/text-analysis/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "CognitiveServicesEndpoint": "YOUR_COGNITIVE_SERVICES_ENDPOINT", 3 | "CognitiveServiceKey": "YOUR_COGNITIVE_SERVICES_KEY" 4 | } -------------------------------------------------------------------------------- /05-analyze-text/C-Sharp/text-analysis/reviews/review1.txt: -------------------------------------------------------------------------------- 1 | Good Hotel and staff 2 | The Royal Hotel, London, UK 3 | 3/2/2018 4 | Clean rooms, good service, great location near Buckingham Palace and Westminster Abbey, and so on. We thoroughly enjoyed our stay. The courtyard is very peaceful and we went to a restaurant which is part of the same group and is Indian ( West coast so plenty of fish) with a Michelin Star. We had the taster menu which was fabulous. The rooms were very well appointed with a kitchen, lounge, bedroom and enormous bathroom. Thoroughly recommended. -------------------------------------------------------------------------------- /05-analyze-text/C-Sharp/text-analysis/reviews/review2.txt: -------------------------------------------------------------------------------- 1 | Tired hotel with poor service 2 | The Royal Hotel, London, United Kingdom 3 | 5/6/2018 4 | This is a old hotel (has been around since 1950's) and the room furnishings are average - becoming a bit old now and require changing. The internet didn't work and had to come to one of their office rooms to check in for my flight home. The website says it's close to the British Museum, but it's too far to walk. -------------------------------------------------------------------------------- /05-analyze-text/C-Sharp/text-analysis/reviews/review3.txt: -------------------------------------------------------------------------------- 1 | Good location and helpful staff, but on a busy road. 2 | The Lombard Hotel, San Francisco, USA 3 | 8/16/2018 4 | We stayed here in August after reading reviews. We were very pleased with location, just behind Chestnut Street, a cosmopolitan and trendy area with plenty of restaurants to choose from. The 5 | Marina district was lovely to wander through, very interesting houses. Make sure to walk to the San Francisco Museum of Fine Arts and the Marina to get a good view of Golden Gate bridge and the city. On a bus route and easy to get into centre. Rooms were clean with plenty of room and staff were friendly and helpful. The only down side was the noise from Lombard Street so ask to have a room furthest away from traffic noise. -------------------------------------------------------------------------------- /05-analyze-text/C-Sharp/text-analysis/reviews/review4.txt: -------------------------------------------------------------------------------- 1 | Very noisy and rooms are tiny 2 | The Lombard Hotel, San Francisco, USA 3 | 9/5/2018 4 | Hotel is located on Lombard street which is a very busy SIX lane street directly off the Golden Gate Bridge. Traffic from early morning until late at night especially on weekends. Noise would not be so bad if rooms were better insulated but they are not. Had to put cotton balls in my ears to be able to sleep--was too tired to enjoy the city the next day. Rooms are TINY. I picked the room because it had two queen size beds--but the room barely had space to fit them. With family of four in the room it was tight. With all that said, rooms are clean and they've made an effort to update them. The hotel is in Marina district with lots of good places to eat, within walking distance to Presidio. May be good hotel for young stay-up-late adults on a budget 5 | -------------------------------------------------------------------------------- /05-analyze-text/C-Sharp/text-analysis/reviews/review5.txt: -------------------------------------------------------------------------------- 1 | Un hôtel agréable 2 | L'Hotel Buckingham, Londres, UK 3 | J’adore cet hôtel. Le personnel est très amical et les chambres sont confortables. -------------------------------------------------------------------------------- /05-analyze-text/C-Sharp/text-analysis/text-analysis.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | net7.0 6 | text_analysis 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | PreserveNewest 16 | 17 | 18 | 19 | 20 | -------------------------------------------------------------------------------- /05-analyze-text/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /05-analyze-text/Python/text-analysis/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_ENDPOINT=your_cognitive_services_endpoint 2 | COG_SERVICE_KEY=your_cognitive_services_key -------------------------------------------------------------------------------- /05-analyze-text/Python/text-analysis/reviews/review1.txt: -------------------------------------------------------------------------------- 1 | Good Hotel and staff 2 | The Royal Hotel, London, UK 3 | 3/2/2018 4 | Clean rooms, good service, great location near Buckingham Palace and Westminster Abbey, and so on. We thoroughly enjoyed our stay. The courtyard is very peaceful and we went to a restaurant which is part of the same group and is Indian ( West coast so plenty of fish) with a Michelin Star. We had the taster menu which was fabulous. The rooms were very well appointed with a kitchen, lounge, bedroom and enormous bathroom. Thoroughly recommended. -------------------------------------------------------------------------------- /05-analyze-text/Python/text-analysis/reviews/review2.txt: -------------------------------------------------------------------------------- 1 | Tired hotel with poor service 2 | The Royal Hotel, London, United Kingdom 3 | 5/6/2018 4 | This is a old hotel (has been around since 1950's) and the room furnishings are average - becoming a bit old now and require changing. The internet didn't work and had to come to one of their office rooms to check in for my flight home. The website says it's close to the British Museum, but it's too far to walk. -------------------------------------------------------------------------------- /05-analyze-text/Python/text-analysis/reviews/review3.txt: -------------------------------------------------------------------------------- 1 | Good location and helpful staff, but on a busy road. 2 | The Lombard Hotel, San Francisco, USA 3 | 8/16/2018 4 | We stayed here in August after reading reviews. We were very pleased with location, just behind Chestnut Street, a cosmopolitan and trendy area with plenty of restaurants to choose from. The 5 | Marina district was lovely to wander through, very interesting houses. Make sure to walk to the San Francisco Museum of Fine Arts and the Marina to get a good view of Golden Gate bridge and the city. On a bus route and easy to get into centre. Rooms were clean with plenty of room and staff were friendly and helpful. The only down side was the noise from Lombard Street so ask to have a room furthest away from traffic noise. -------------------------------------------------------------------------------- /05-analyze-text/Python/text-analysis/reviews/review4.txt: -------------------------------------------------------------------------------- 1 | Very noisy and rooms are tiny 2 | The Lombard Hotel, San Francisco, USA 3 | 9/5/2018 4 | Hotel is located on Lombard street which is a very busy SIX lane street directly off the Golden Gate Bridge. Traffic from early morning until late at night especially on weekends. Noise would not be so bad if rooms were better insulated but they are not. Had to put cotton balls in my ears to be able to sleep--was too tired to enjoy the city the next day. Rooms are TINY. I picked the room because it had two queen size beds--but the room barely had space to fit them. With family of four in the room it was tight. With all that said, rooms are clean and they've made an effort to update them. The hotel is in Marina district with lots of good places to eat, within walking distance to Presidio. May be good hotel for young stay-up-late adults on a budget 5 | -------------------------------------------------------------------------------- /05-analyze-text/Python/text-analysis/reviews/review5.txt: -------------------------------------------------------------------------------- 1 | Un hôtel agréable 2 | L'Hotel Buckingham, Londres, UK 3 | J’adore cet hôtel. Le personnel est très amical et les chambres sont confortables. -------------------------------------------------------------------------------- /05-analyze-text/Python/text-analysis/text-analysis.py: -------------------------------------------------------------------------------- 1 | from dotenv import load_dotenv 2 | import os 3 | 4 | # Import namespaces 5 | 6 | 7 | def main(): 8 | try: 9 | # Get Configuration Settings 10 | load_dotenv() 11 | cog_endpoint = os.getenv('COG_SERVICE_ENDPOINT') 12 | cog_key = os.getenv('COG_SERVICE_KEY') 13 | 14 | # Create client using endpoint and key 15 | 16 | 17 | # Analyze each text file in the reviews folder 18 | reviews_folder = 'reviews' 19 | for file_name in os.listdir(reviews_folder): 20 | # Read the file contents 21 | print('\n-------------\n' + file_name) 22 | text = open(os.path.join(reviews_folder, file_name), encoding='utf8').read() 23 | print('\n' + text) 24 | 25 | # Get language 26 | 27 | 28 | # Get sentiment 29 | 30 | 31 | # Get key phrases 32 | 33 | 34 | # Get entities 35 | 36 | 37 | # Get linked entities 38 | 39 | 40 | 41 | except Exception as ex: 42 | print(ex) 43 | 44 | 45 | if __name__ == "__main__": 46 | main() -------------------------------------------------------------------------------- /06-translate-text/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /06-translate-text/C-Sharp/text-translation/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "CognitiveServiceKey": "YOUR_COGNITIVE_SERVICES_KEY", 3 | "CognitiveServiceRegion": "YOUR_COGNITIVE_SERVICES_LOCATION" 4 | } -------------------------------------------------------------------------------- /06-translate-text/C-Sharp/text-translation/reviews/review1.txt: -------------------------------------------------------------------------------- 1 | Good Hotel and staff 2 | The Royal Hotel, London, UK 3 | 3/2/2018 4 | Clean rooms, good service, great location near Buckingham Palace and Westminster Abbey, and so on. We thoroughly enjoyed our stay. The courtyard is very peaceful and we went to a restaurant which is part of the same group and is Indian ( West coast so plenty of fish) with a Michelin Star. We had the taster menu which was fabulous. The rooms were very well appointed with a kitchen, lounge, bedroom and enormous bathroom. Thoroughly recommended. -------------------------------------------------------------------------------- /06-translate-text/C-Sharp/text-translation/reviews/review2.txt: -------------------------------------------------------------------------------- 1 | Tired hotel with poor service 2 | The Royal Hotel, London, United Kingdom 3 | 5/6/2018 4 | This is a old hotel (has been around since 1950's) and the room furnishings are average - becoming a bit old now and require changing. The internet didn't work and had to come to one of their office rooms to check in for my flight home. The website says it's close to the British Museum, but it's too far to walk. -------------------------------------------------------------------------------- /06-translate-text/C-Sharp/text-translation/reviews/review3.txt: -------------------------------------------------------------------------------- 1 | Good location and helpful staff, but on a busy road. 2 | The Lombard Hotel, San Francisco, USA 3 | 8/16/2018 4 | We stayed here in August after reading reviews. We were very pleased with location, just behind Chestnut Street, a cosmopolitan and trendy area with plenty of restaurants to choose from. The 5 | Marina district was lovely to wander through, very interesting houses. Make sure to walk to the San Francisco Museum of Fine Arts and the Marina to get a good view of Golden Gate bridge and the city. On a bus route and easy to get into centre. Rooms were clean with plenty of room and staff were friendly and helpful. The only down side was the noise from Lombard Street so ask to have a room furthest away from traffic noise. -------------------------------------------------------------------------------- /06-translate-text/C-Sharp/text-translation/reviews/review4.txt: -------------------------------------------------------------------------------- 1 | Very noisy and rooms are tiny 2 | The Lombard Hotel, San Francisco, USA 3 | 9/5/2018 4 | Hotel is located on Lombard street which is a very busy SIX lane street directly off the Golden Gate Bridge. Traffic from early morning until late at night especially on weekends. Noise would not be so bad if rooms were better insulated but they are not. Had to put cotton balls in my ears to be able to sleep--was too tired to enjoy the city the next day. Rooms are TINY. I picked the room because it had two queen size beds--but the room barely had space to fit them. With family of four in the room it was tight. With all that said, rooms are clean and they've made an effort to update them. The hotel is in Marina district with lots of good places to eat, within walking distance to Presidio. May be good hotel for young stay-up-late adults on a budget 5 | -------------------------------------------------------------------------------- /06-translate-text/C-Sharp/text-translation/reviews/review5.txt: -------------------------------------------------------------------------------- 1 | Un hôtel agréable 2 | L'Hotel Buckingham, Londres, UK 3 | J’adore cet hôtel. Le personnel est très amical et les chambres sont confortables. -------------------------------------------------------------------------------- /06-translate-text/C-Sharp/text-translation/translate_text.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | net7.0 6 | translate_text 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | PreserveNewest 17 | 18 | 19 | 20 | 21 | -------------------------------------------------------------------------------- /06-translate-text/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /06-translate-text/Python/text-translation/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_KEY=your_cognitive_services_key 2 | COG_SERVICE_REGION=your_cognitive_services_location -------------------------------------------------------------------------------- /06-translate-text/Python/text-translation/reviews/review1.txt: -------------------------------------------------------------------------------- 1 | Good Hotel and staff 2 | The Royal Hotel, London, UK 3 | 3/2/2018 4 | Clean rooms, good service, great location near Buckingham Palace and Westminster Abbey, and so on. We thoroughly enjoyed our stay. The courtyard is very peaceful and we went to a restaurant which is part of the same group and is Indian ( West coast so plenty of fish) with a Michelin Star. We had the taster menu which was fabulous. The rooms were very well appointed with a kitchen, lounge, bedroom and enormous bathroom. Thoroughly recommended. -------------------------------------------------------------------------------- /06-translate-text/Python/text-translation/reviews/review2.txt: -------------------------------------------------------------------------------- 1 | Tired hotel with poor service 2 | The Royal Hotel, London, United Kingdom 3 | 5/6/2018 4 | This is a old hotel (has been around since 1950's) and the room furnishings are average - becoming a bit old now and require changing. The internet didn't work and had to come to one of their office rooms to check in for my flight home. The website says it's close to the British Museum, but it's too far to walk. -------------------------------------------------------------------------------- /06-translate-text/Python/text-translation/reviews/review3.txt: -------------------------------------------------------------------------------- 1 | Good location and helpful staff, but on a busy road. 2 | The Lombard Hotel, San Francisco, USA 3 | 8/16/2018 4 | We stayed here in August after reading reviews. We were very pleased with location, just behind Chestnut Street, a cosmopolitan and trendy area with plenty of restaurants to choose from. The 5 | Marina district was lovely to wander through, very interesting houses. Make sure to walk to the San Francisco Museum of Fine Arts and the Marina to get a good view of Golden Gate bridge and the city. On a bus route and easy to get into centre. Rooms were clean with plenty of room and staff were friendly and helpful. The only down side was the noise from Lombard Street so ask to have a room furthest away from traffic noise. -------------------------------------------------------------------------------- /06-translate-text/Python/text-translation/reviews/review4.txt: -------------------------------------------------------------------------------- 1 | Very noisy and rooms are tiny 2 | The Lombard Hotel, San Francisco, USA 3 | 9/5/2018 4 | Hotel is located on Lombard street which is a very busy SIX lane street directly off the Golden Gate Bridge. Traffic from early morning until late at night especially on weekends. Noise would not be so bad if rooms were better insulated but they are not. Had to put cotton balls in my ears to be able to sleep--was too tired to enjoy the city the next day. Rooms are TINY. I picked the room because it had two queen size beds--but the room barely had space to fit them. With family of four in the room it was tight. With all that said, rooms are clean and they've made an effort to update them. The hotel is in Marina district with lots of good places to eat, within walking distance to Presidio. May be good hotel for young stay-up-late adults on a budget 5 | -------------------------------------------------------------------------------- /06-translate-text/Python/text-translation/reviews/review5.txt: -------------------------------------------------------------------------------- 1 | Un hôtel agréable 2 | L'Hotel Buckingham, Londres, UK 3 | J’adore cet hôtel. Le personnel est très amical et les chambres sont confortables. -------------------------------------------------------------------------------- /07-speech/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /07-speech/C-Sharp/speaking-clock/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "CognitiveServiceKey": "YOUR_COGNITIVE_SERVICES_KEY", 3 | "CognitiveServiceRegion": "YOUR_COGNITIVE_SERVICES_LOCATION" 4 | } -------------------------------------------------------------------------------- /07-speech/C-Sharp/speaking-clock/speaking-clock.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | netcoreapp3.1 6 | speaking_clock 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | PreserveNewest 18 | 19 | 20 | 21 | 22 | -------------------------------------------------------------------------------- /07-speech/C-Sharp/speaking-clock/time.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/07-speech/C-Sharp/speaking-clock/time.wav -------------------------------------------------------------------------------- /07-speech/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /07-speech/Python/speaking-clock/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_KEY=your_cognitive_services_key 2 | COG_SERVICE_REGION=your_cognitive_services_location -------------------------------------------------------------------------------- /07-speech/Python/speaking-clock/speaking-clock.py: -------------------------------------------------------------------------------- 1 | from dotenv import load_dotenv 2 | from datetime import datetime 3 | import os 4 | 5 | # Import namespaces 6 | 7 | 8 | def main(): 9 | try: 10 | global speech_config 11 | 12 | # Get Configuration Settings 13 | load_dotenv() 14 | cog_key = os.getenv('COG_SERVICE_KEY') 15 | cog_region = os.getenv('COG_SERVICE_REGION') 16 | 17 | # Configure speech service 18 | 19 | 20 | # Get spoken input 21 | command = TranscribeCommand() 22 | if command.lower() == 'what time is it?': 23 | TellTime() 24 | 25 | except Exception as ex: 26 | print(ex) 27 | 28 | def TranscribeCommand(): 29 | command = '' 30 | 31 | # Configure speech recognition 32 | 33 | 34 | # Process speech input 35 | 36 | 37 | # Return the command 38 | return command 39 | 40 | 41 | def TellTime(): 42 | now = datetime.now() 43 | response_text = 'The time is {}:{:02d}'.format(now.hour,now.minute) 44 | 45 | 46 | # Configure speech synthesis 47 | 48 | 49 | # Synthesize spoken output 50 | 51 | 52 | # Print the response 53 | print(response_text) 54 | 55 | 56 | if __name__ == "__main__": 57 | main() -------------------------------------------------------------------------------- /07-speech/Python/speaking-clock/time.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/07-speech/Python/speaking-clock/time.wav -------------------------------------------------------------------------------- /08-speech-translation/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /08-speech-translation/C-Sharp/translator/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "CognitiveServiceKey": "YOUR_COGNITIVE_SERVICES_KEY", 3 | "CognitiveServiceRegion": "YOUR_COGNITIVE_SERVICES_LOCATION" 4 | } -------------------------------------------------------------------------------- /08-speech-translation/C-Sharp/translator/station.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/08-speech-translation/C-Sharp/translator/station.wav -------------------------------------------------------------------------------- /08-speech-translation/C-Sharp/translator/translator.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | netcoreapp3.1 6 | speech_translation 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | PreserveNewest 16 | 17 | 18 | 19 | 20 | -------------------------------------------------------------------------------- /08-speech-translation/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /08-speech-translation/Python/translator/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_KEY=your_cognitive_services_key 2 | COG_SERVICE_REGION=your_cognitive_services_location -------------------------------------------------------------------------------- /08-speech-translation/Python/translator/station.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/08-speech-translation/Python/translator/station.wav -------------------------------------------------------------------------------- /09-language-app/send-call.sh: -------------------------------------------------------------------------------- 1 | curl -X POST "" \ 2 | -H "Ocp-Apim-Subscription-Key: " \ 3 | -H "Apim-Request-Id: " \ 4 | -H "Content-Type: application/json" \ 5 | -d "{\"kind\":\"Conversation\",\"analysisInput\":{\"conversationItem\":{\"id\":\"1\",\"text\":\"What's the time in Sydney\",\"modality\":\"text\",\"language\":\"EN\",\"participantId\":\"1\"}},\"parameters\":{\"projectName\":\"Clock\",\"verbose\":true,\"deploymentName\":\"production\",\"stringIndexType\":\"TextElement_V8\"}}" -------------------------------------------------------------------------------- /10b-clu-client-(preview)/C-Sharp/clock-client/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "LSPredictionEndpoint": "enter your language service endpoint", 3 | "LSPredictionKey": "enter your language service primary key" 4 | } -------------------------------------------------------------------------------- /10b-clu-client-(preview)/C-Sharp/clock-client/clock_client.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | netcoreapp3.1 6 | clock_client 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | PreserveNewest 19 | 20 | 21 | 22 | 23 | -------------------------------------------------------------------------------- /10b-clu-client-(preview)/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /10b-clu-client-(preview)/Python/clock-client/.env: -------------------------------------------------------------------------------- 1 | LS_CONVERSATIONS_ENDPOINT = "enter your language service endpoint" 2 | LS_CONVERSATIONS_KEY = "enter your language service primary key" 3 | -------------------------------------------------------------------------------- /10b-clu-client-(preview)/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /11-luis-speech/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /11-luis-speech/C-Sharp/speaking-clock-client/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "LuAppID": "YOUR_APP_ID", 3 | "LuPredictionRegion": "YOUR_PREDICTION_REGION", 4 | "LuPredictionKey": "YOUR_PREDICTION_KEY" 5 | } -------------------------------------------------------------------------------- /11-luis-speech/C-Sharp/speaking-clock-client/speaking_clock_client.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | netcoreapp3.1 6 | speaking_clock_client 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | PreserveNewest 17 | 18 | 19 | 20 | 21 | -------------------------------------------------------------------------------- /11-luis-speech/C-Sharp/speaking-clock-client/time-in-london.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/11-luis-speech/C-Sharp/speaking-clock-client/time-in-london.wav -------------------------------------------------------------------------------- /11-luis-speech/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /11-luis-speech/Python/speaking-clock-client/.env: -------------------------------------------------------------------------------- 1 | LU_APP_ID=your_app_id 2 | LU_PREDICTION_REGION=your_prediction_region 3 | LU_PREDICTION_KEY=your_prediction_key -------------------------------------------------------------------------------- /11-luis-speech/Python/speaking-clock-client/time-in-london.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/11-luis-speech/Python/speaking-clock-client/time-in-london.wav -------------------------------------------------------------------------------- /12-qna/ask-question.sh: -------------------------------------------------------------------------------- 1 | 2 | prediction_url="YOUR_ENDPOINT_URL" 3 | key="YOUR_KEY" 4 | 5 | curl -X POST $prediction_url -H "Ocp-Apim-Subscription-Key: $key" -H "Content-Type: application/json" -d "{'question': 'What is a learning Path?' }" 6 | 7 | -------------------------------------------------------------------------------- /13-bot-framework/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /13-bot-framework/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /13-bot-framework/web-client/default.html: -------------------------------------------------------------------------------- 1 | 2 | Time for Bots 3 | 4 | 5 |

Time for Bots

6 |

Use this website to interact with the Time Bot

7 | 8 | 9 | -------------------------------------------------------------------------------- /15-computer-vision/C-Sharp/image-analysis/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "CognitiveServicesEndpoint": "YOUR_COGNITIVE_SERVICES_ENDPOINT", 3 | "CognitiveServiceKey": "YOUR_COGNITIVE_SERVICES_KEY" 4 | } -------------------------------------------------------------------------------- /15-computer-vision/C-Sharp/image-analysis/image-analysis.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | netcoreapp3.1 6 | image_analysis 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | PreserveNewest 17 | 18 | 19 | 20 | 21 | -------------------------------------------------------------------------------- /15-computer-vision/C-Sharp/image-analysis/images/building.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/15-computer-vision/C-Sharp/image-analysis/images/building.jpg -------------------------------------------------------------------------------- /15-computer-vision/C-Sharp/image-analysis/images/person.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/15-computer-vision/C-Sharp/image-analysis/images/person.jpg -------------------------------------------------------------------------------- /15-computer-vision/C-Sharp/image-analysis/images/street.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/15-computer-vision/C-Sharp/image-analysis/images/street.jpg -------------------------------------------------------------------------------- /15-computer-vision/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /15-computer-vision/Python/image-analysis/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_ENDPOINT=your_cognitive_services_endpoint 2 | COG_SERVICE_KEY=your_cognitive_services_key -------------------------------------------------------------------------------- /15-computer-vision/Python/image-analysis/images/building.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/15-computer-vision/Python/image-analysis/images/building.jpg -------------------------------------------------------------------------------- /15-computer-vision/Python/image-analysis/images/person.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/15-computer-vision/Python/image-analysis/images/person.jpg -------------------------------------------------------------------------------- /15-computer-vision/Python/image-analysis/images/street.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/15-computer-vision/Python/image-analysis/images/street.jpg -------------------------------------------------------------------------------- /15-computer-vision/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /16-video-indexer/analyze-video.html: -------------------------------------------------------------------------------- 1 | 2 |
3 | Analyze Video 4 | 5 |
6 | 7 |

Video Analysis

8 | 9 | 10 | 14 | 18 | 19 |
11 | 12 | 13 | 15 | 16 | 17 |
20 | 21 | -------------------------------------------------------------------------------- /16-video-indexer/get-videos.ps1: -------------------------------------------------------------------------------- 1 | $account_id="YOUR_ACCOUNT_ID" 2 | $api_key="YOUR_API_KEY" 3 | $location="trial" 4 | 5 | # Call the AccessToken method with the API key in the header to get an access token 6 | $token = Invoke-RestMethod -Method "Get" -Uri "https://api.videoindexer.ai/auth/$location/Accounts/$account_id/AccessToken" -Headers @{'Ocp-Apim-Subscription-Key' = $api_key} 7 | 8 | # Use the access token to make an authenticated call to the Videos method to get a list of videos in the account 9 | Invoke-RestMethod -Method "Get" -Uri "https://api.videoindexer.ai/$location/Accounts/$account_id/Videos?accessToken=$token" | ConvertTo-Json 10 | -------------------------------------------------------------------------------- /16-video-indexer/responsible_ai.mp4: 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-------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /19-face/Python/computer-vision/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_ENDPOINT=your_cognitive_services_endpoint 2 | COG_SERVICE_KEY=your_cognitive_services_key -------------------------------------------------------------------------------- /19-face/Python/computer-vision/detect-faces.py: -------------------------------------------------------------------------------- 1 | from dotenv import load_dotenv 2 | import os 3 | from PIL import Image, ImageDraw 4 | from matplotlib import pyplot as plt 5 | 6 | # Import namespaces 7 | 8 | 9 | 10 | def main(): 11 | 12 | global cv_client 13 | 14 | try: 15 | # Get Configuration Settings 16 | load_dotenv() 17 | cog_endpoint = os.getenv('COG_SERVICE_ENDPOINT') 18 | cog_key = os.getenv('COG_SERVICE_KEY') 19 | 20 | # Authenticate Azure AI Vision client 21 | 22 | 23 | # Detect faces in an image 24 | image_file = os.path.join('images','people.jpg') 25 | AnalyzeFaces(image_file) 26 | 27 | except Exception as ex: 28 | print(ex) 29 | 30 | def AnalyzeFaces(image_file): 31 | print('Analyzing', image_file) 32 | 33 | # Specify features to be retrieved (faces) 34 | 35 | 36 | # Get image analysis 37 | 38 | 39 | 40 | if __name__ == "__main__": 41 | main() -------------------------------------------------------------------------------- /19-face/Python/computer-vision/images/people.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/19-face/Python/computer-vision/images/people.jpg -------------------------------------------------------------------------------- /19-face/Python/face-api/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_ENDPOINT=your_cognitive_services_endpoint 2 | COG_SERVICE_KEY=your_cognitive_services_key -------------------------------------------------------------------------------- /19-face/Python/face-api/analyze-faces.py: -------------------------------------------------------------------------------- 1 | from dotenv import load_dotenv 2 | import os 3 | from PIL import Image, ImageDraw 4 | from matplotlib import pyplot as plt 5 | 6 | # Import namespaces 7 | 8 | 9 | def main(): 10 | 11 | global face_client 12 | 13 | try: 14 | # Get Configuration Settings 15 | load_dotenv() 16 | cog_endpoint = os.getenv('COG_SERVICE_ENDPOINT') 17 | cog_key = os.getenv('COG_SERVICE_KEY') 18 | 19 | # Authenticate Face client 20 | 21 | 22 | # Menu for face functions 23 | print('1: Detect faces\nAny other key to quit') 24 | command = input('Enter a number:') 25 | if command == '1': 26 | DetectFaces(os.path.join('images','people.jpg')) 27 | 28 | except Exception as ex: 29 | print(ex) 30 | 31 | def DetectFaces(image_file): 32 | print('Detecting faces in', image_file) 33 | 34 | # Specify facial features to be retrieved 35 | 36 | 37 | # Get faces 38 | 39 | 40 | if __name__ == "__main__": 41 | main() -------------------------------------------------------------------------------- /19-face/Python/face-api/images/Aisha/face1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/19-face/Python/face-api/images/Aisha/face1.jpg -------------------------------------------------------------------------------- /19-face/Python/face-api/images/Aisha/face3.jpg: -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /20-ocr/C-Sharp/read-text/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "CognitiveServicesEndpoint": "YOUR_COGNITIVE_SERVICES_ENDPOINT", 3 | "CognitiveServiceKey": "YOUR_COGNITIVE_SERVICES_KEY" 4 | } -------------------------------------------------------------------------------- /20-ocr/C-Sharp/read-text/images/Lincoln.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/20-ocr/C-Sharp/read-text/images/Lincoln.jpg -------------------------------------------------------------------------------- /20-ocr/C-Sharp/read-text/images/Note.jpg: 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-------------------------------------------------------------------------------- /20-ocr/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /20-ocr/Python/read-text/.env: -------------------------------------------------------------------------------- 1 | COG_SERVICE_ENDPOINT=your_cognitive_services_endpoint 2 | COG_SERVICE_KEY=your_cognitive_services_key -------------------------------------------------------------------------------- /20-ocr/Python/read-text/images/Lincoln.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/20-ocr/Python/read-text/images/Lincoln.jpg -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /21-custom-form/C-Sharp/test-model/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "FormEndpoint": "YOUR_FORM_RECOGNIZER_ENDPOINT", 3 | "FormKey": "YOUR_FORM_RECOGNIZER_KEY", 4 | "ModelId": "YOUR_MODEL_ID" 5 | } 6 | -------------------------------------------------------------------------------- /21-custom-form/C-Sharp/test-model/test-model.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Exe 5 | netcoreapp3.1 6 | test_model 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | PreserveNewest 16 | 17 | 18 | 19 | -------------------------------------------------------------------------------- /21-custom-form/C-Sharp/test-model/test1.jpg: 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-------------------------------------------------------------------------------- /21-custom-form/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /21-custom-form/Python/test-model/.env: -------------------------------------------------------------------------------- 1 | FORM_ENDPOINT=your_form_recognizer_endpoint 2 | FORM_KEY=your_form_recognizer_key 3 | MODEL_ID=your_model_id -------------------------------------------------------------------------------- /21-custom-form/Python/test-model/test1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/21-custom-form/Python/test-model/test1.jpg -------------------------------------------------------------------------------- /21-custom-form/Python/train-model/.env: -------------------------------------------------------------------------------- 1 | FORM_ENDPOINT=your_form_recognizer_endpoint 2 | FORM_KEY=your_form_recognizer_key 3 | STORAGE_URL=your_sas_uri -------------------------------------------------------------------------------- /21-custom-form/sample-forms/Form_1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/21-custom-form/sample-forms/Form_1.jpg -------------------------------------------------------------------------------- /21-custom-form/sample-forms/Form_2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/21-custom-form/sample-forms/Form_2.jpg 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https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/21-custom-form/sample-forms/Form_5.jpg -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/Pages/Error.cshtml: -------------------------------------------------------------------------------- 1 | @page 2 | @model ErrorModel 3 | @{ 4 | ViewData["Title"] = "Error"; 5 | } 6 | 7 |

Error.

8 |

An error occurred while processing your request.

9 | 10 | @if (Model.ShowRequestId) 11 | { 12 |

13 | Request ID: @Model.RequestId 14 |

15 | } 16 | 17 |

Development Mode

18 |

19 | Swapping to the Development environment displays detailed information about the error that occurred. 20 |

21 |

22 | The Development environment shouldn't be enabled for deployed applications. 23 | It can result in displaying sensitive information from exceptions to end users. 24 | For local debugging, enable the Development environment by setting the ASPNETCORE_ENVIRONMENT environment variable to Development 25 | and restarting the app. 26 |

27 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/Pages/Error.cshtml.cs: -------------------------------------------------------------------------------- 1 | using System; 2 | using System.Collections.Generic; 3 | using System.Diagnostics; 4 | using System.Linq; 5 | using System.Threading.Tasks; 6 | using Microsoft.AspNetCore.Mvc; 7 | using Microsoft.AspNetCore.Mvc.RazorPages; 8 | using Microsoft.Extensions.Logging; 9 | 10 | namespace search_client.Pages 11 | { 12 | [ResponseCache(Duration = 0, Location = ResponseCacheLocation.None, NoStore = true)] 13 | public class ErrorModel : PageModel 14 | { 15 | public string RequestId { get; set; } 16 | 17 | public bool ShowRequestId => !string.IsNullOrEmpty(RequestId); 18 | 19 | private readonly ILogger _logger; 20 | 21 | public ErrorModel(ILogger logger) 22 | { 23 | _logger = logger; 24 | } 25 | 26 | public void OnGet() 27 | { 28 | RequestId = Activity.Current?.Id ?? HttpContext.TraceIdentifier; 29 | } 30 | } 31 | } 32 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/Pages/Privacy.cshtml: -------------------------------------------------------------------------------- 1 | @page 2 | @model PrivacyModel 3 | @{ 4 | ViewData["Title"] = "Privacy Policy"; 5 | } 6 |

@ViewData["Title"]

7 | 8 |

Use this page to detail your site's privacy policy.

9 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/Pages/Privacy.cshtml.cs: -------------------------------------------------------------------------------- 1 | using System; 2 | using System.Collections.Generic; 3 | using System.Linq; 4 | using System.Threading.Tasks; 5 | using Microsoft.AspNetCore.Mvc; 6 | using Microsoft.AspNetCore.Mvc.RazorPages; 7 | using Microsoft.Extensions.Logging; 8 | 9 | namespace search_client.Pages 10 | { 11 | public class PrivacyModel : PageModel 12 | { 13 | private readonly ILogger _logger; 14 | 15 | public PrivacyModel(ILogger logger) 16 | { 17 | _logger = logger; 18 | } 19 | 20 | public void OnGet() 21 | { 22 | } 23 | } 24 | } 25 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/Pages/Shared/_ValidationScriptsPartial.cshtml: -------------------------------------------------------------------------------- 1 |  2 | 3 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/Pages/_ViewImports.cshtml: -------------------------------------------------------------------------------- 1 | @using search_client 2 | @namespace search_client.Pages 3 | @addTagHelper *, Microsoft.AspNetCore.Mvc.TagHelpers 4 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/Pages/_ViewStart.cshtml: -------------------------------------------------------------------------------- 1 | @{ 2 | Layout = "_Layout"; 3 | } 4 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/Program.cs: -------------------------------------------------------------------------------- 1 | using System; 2 | using System.Collections.Generic; 3 | using System.Linq; 4 | using System.Threading.Tasks; 5 | using Microsoft.AspNetCore.Hosting; 6 | using Microsoft.Extensions.Configuration; 7 | using Microsoft.Extensions.Hosting; 8 | using Microsoft.Extensions.Logging; 9 | 10 | namespace search_client 11 | { 12 | public class Program 13 | { 14 | 15 | public static void Main(string[] args) 16 | { 17 | CreateHostBuilder(args).Build().Run(); 18 | 19 | } 20 | 21 | public static IHostBuilder CreateHostBuilder(string[] args) => 22 | Host.CreateDefaultBuilder(args) 23 | .ConfigureWebHostDefaults(webBuilder => 24 | { 25 | webBuilder.UseStartup(); 26 | }); 27 | } 28 | } 29 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/Properties/launchSettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "iisSettings": { 3 | "windowsAuthentication": false, 4 | "anonymousAuthentication": true, 5 | "iisExpress": { 6 | "applicationUrl": "http://localhost:62503", 7 | "sslPort": 0 8 | } 9 | }, 10 | "profiles": { 11 | "IIS Express": { 12 | "commandName": "IISExpress", 13 | "launchBrowser": true, 14 | "environmentVariables": { 15 | "ASPNETCORE_ENVIRONMENT": "Development" 16 | } 17 | }, 18 | "search_client": { 19 | "commandName": "Project", 20 | "launchBrowser": true, 21 | "applicationUrl": "http://localhost:5000", 22 | "environmentVariables": { 23 | "ASPNETCORE_ENVIRONMENT": "Development" 24 | } 25 | } 26 | } 27 | } 28 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "Logging": { 3 | "LogLevel": { 4 | "Default": "Information", 5 | "Microsoft": "Warning", 6 | "Microsoft.Hosting.Lifetime": "Information" 7 | } 8 | }, 9 | "AllowedHosts": "*", 10 | "SearchServiceEndpoint": "YOUR_SEARCH_ENDPOINT", 11 | "SearchServiceQueryApiKey": "YOUR_SEARCH_QUERY_KEY", 12 | "SearchIndexName": "margies-index" 13 | } 14 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/search-client.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | netcoreapp3.1 5 | search_client 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/wwwroot/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/22-Create-a-search-solution/C-Sharp/margies-travel/wwwroot/favicon.ico -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/wwwroot/images/margies.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/22-Create-a-search-solution/C-Sharp/margies-travel/wwwroot/images/margies.jpg -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/wwwroot/js/site.js: -------------------------------------------------------------------------------- 1 | // Please see documentation at https://docs.microsoft.com/aspnet/core/client-side/bundling-and-minification 2 | // for details on configuring this project to bundle and minify static web assets. 3 | 4 | // Write your Javascript code. 5 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/margies-travel/wwwroot/lib/jquery-validation-unobtrusive/LICENSE.txt: -------------------------------------------------------------------------------- 1 | Copyright (c) .NET Foundation. All rights reserved. 2 | 3 | Licensed under the Apache License, Version 2.0 (the "License"); you may not use 4 | these files except in compliance with the License. You may obtain a copy of the 5 | License at 6 | 7 | http://www.apache.org/licenses/LICENSE-2.0 8 | 9 | Unless required by applicable law or agreed to in writing, software distributed 10 | under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR 11 | CONDITIONS OF ANY KIND, either express or implied. See the License for the 12 | specific language governing permissions and limitations under the License. 13 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/C-Sharp/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains C# code -------------------------------------------------------------------------------- /22-Create-a-search-solution/Python/margies-travel/.env: -------------------------------------------------------------------------------- 1 | SEARCH_SERVICE_ENDPOINT=your_search_endpoint 2 | SEARCH_SERVICE_QUERY_KEY=your_search_query_key 3 | SEARCH_INDEX_NAME=margies-index -------------------------------------------------------------------------------- /22-Create-a-search-solution/Python/margies-travel/static/images/margies.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/22-Create-a-search-solution/Python/margies-travel/static/images/margies.jpg -------------------------------------------------------------------------------- /22-Create-a-search-solution/Python/margies-travel/templates/base.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | Margies Travel 6 | 7 | 8 | 9 |

Margie's Travel

10 |
11 |

Enter a search term

12 |
13 | 14 | 15 |
16 |
17 | {% block content %}{% endblock %} 18 | 19 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/Python/margies-travel/templates/default.html: -------------------------------------------------------------------------------- 1 | {% extends "base.html" %} 2 | {% block content %}
3 |
4 |

For all your travel needs!

5 | 6 |
7 | {% endblock %} -------------------------------------------------------------------------------- /22-Create-a-search-solution/Python/margies-travel/templates/error.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | Margies Travel 6 | 7 | 8 | 9 |

Oops! An error occurred

10 |
11 | {{ error_message }} 12 |
13 | 14 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/Python/readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Python code -------------------------------------------------------------------------------- /22-Create-a-search-solution/UploadDocs.cmd: -------------------------------------------------------------------------------- 1 | @echo off 2 | SETLOCAL ENABLEDELAYEDEXPANSION 3 | 4 | rem Set values for your storage account 5 | set subscription_id=YOUR_SUBSCRIPTION_ID 6 | set azure_storage_account=YOUR_AZURE_STORAGE_ACCOUNT_NAME 7 | set azure_storage_key=YOUR_AZURE_STORAGE_KEY 8 | 9 | 10 | echo Creating container... 11 | call az storage container create --account-name !azure_storage_account! --subscription !subscription_id! --name margies --auth-mode key --account-key !azure_storage_key! --output none 12 | 13 | echo Uploading files... 14 | call az storage blob upload-batch -d margies -s data --account-name !azure_storage_account! --auth-mode key --account-key !azure_storage_key! --output none 15 | -------------------------------------------------------------------------------- /22-Create-a-search-solution/data/collateral/Dubai Brochure.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/22-Create-a-search-solution/data/collateral/Dubai Brochure.pdf -------------------------------------------------------------------------------- /22-Create-a-search-solution/data/collateral/Las Vegas Brochure.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/AI-102-AIEngineer/334293975a441154db836c54a82d4a8fa129d118/22-Create-a-search-solution/data/collateral/Las Vegas Brochure.pdf 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admin_key=YOUR_ADMIN_KEY 6 | 7 | echo ----- 8 | echo Creating the data source... 9 | call curl -X POST %url%/datasources?api-version=2020-06-30 -H "Content-Type: application/json" -H "api-key: %admin_key%" -d @data_source.json 10 | 11 | echo ----- 12 | echo Creating the skillset... 13 | call curl -X PUT %url%/skillsets/margies-custom-skillset?api-version=2020-06-30 -H "Content-Type: application/json" -H "api-key: %admin_key%" -d @skillset.json 14 | 15 | echo ----- 16 | echo Creating the index... 17 | call curl -X PUT %url%/indexes/margies-custom-index?api-version=2020-06-30 -H "Content-Type: application/json" -H "api-key: %admin_key%" -d @index.json 18 | 19 | rem wait 20 | timeout /t 3 /nobreak 21 | 22 | echo ----- 23 | echo Creating the indexer... 24 | call curl -X PUT %url%/indexers/margies-custom-indexer?api-version=2020-06-30 -H "Content-Type: application/json" -H "api-key: %admin_key%" -d @indexer.json 25 | 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application/json" -H "api-key: %admin_key%" -d @skillset.json 14 | 15 | echo ----- 16 | echo Creating the index... 17 | call curl -X PUT %url%/indexes/margies-knowledge-index?api-version=2020-06-30 -H "Content-Type: application/json" -H "api-key: %admin_key%" -d @index.json 18 | 19 | rem wait 20 | timeout /t 3 /nobreak 21 | 22 | echo ----- 23 | echo Creating the indexer... 24 | call curl -X PUT %url%/indexers/margies-knowledge-indexer?api-version=2020-06-30 -H "Content-Type: application/json" -H "api-key: %admin_key%" -d @indexer.json 25 | -------------------------------------------------------------------------------- /24-knowledge-store/create-search/data_source.json: -------------------------------------------------------------------------------- 1 | { 2 | "name" : "margies-knowledge-data", 3 | "description" : "Documents for search.", 4 | "type" : "azureblob", 5 | "credentials" : 6 | { "connectionString" : "YOUR_CONNECTION_STRING" 7 | }, 8 | "container" : { "name" : "margies" } 9 | 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-------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2021 Microsoft 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. -------------------------------------------------------------------------------- /_config.yml: -------------------------------------------------------------------------------- 1 | remote_theme: MicrosoftLearning/Jekyll-Theme 2 | exclude: 3 | - readme.md 4 | - .github/ 5 | header_pages: 6 | - index.html 7 | author: Microsoft Learning 8 | twitter_username: mslearning 9 | github_username: MicrosoftLearning 10 | plugins: 11 | - jekyll-sitemap 12 | - jekyll-mentions 13 | - jemoji 14 | markdown: kramdown 15 | kramdown: 16 | syntax_highlighter_opts: 17 | disable : true 18 | -------------------------------------------------------------------------------- /index.md: -------------------------------------------------------------------------------- 1 | --- 2 | title: Online Hosted Instructions 3 | permalink: index.html 4 | layout: home 5 | --- 6 | 7 | # AI Engineer Exercises 8 | 9 | These hands-on lab exercises support Microsoft course [AI-102 Designing and Implementing a Microsoft Azure AI Solution](https://docs.microsoft.com/learn/certifications/courses/ai-102t00) and the equivalent [self-paced modules on Microsoft Learn](https://aka.ms/AzureLearn_AIEngineer). The exercises are designed to accompany the learning materials and enable you to practice using the technologies they describe. 10 | 11 | To complete these exercises, you’ll require a Microsoft Azure subscription. You can sign up for a free trial at [https://azure.microsoft.com](https://azure.microsoft.com). 12 | 13 | {% assign labs = site.pages | where_exp:"page", "page.url contains '/Instructions'" %} 14 | | Exercise | 15 | | --- | 16 | {% for activity in labs %}| [{{ activity.lab.title }}{% if activity.lab.type %} - {{ activity.lab.type }}{% endif %}]({{ site.github.url }}{{ activity.url }}) | 17 | {% endfor %} 18 | 19 | -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- 1 | # DEPRECATED 2 | 3 | This repo is no longer supported. The lab files for course AI-102 (and other AI-related courses) are distributed across multiple repo's: 4 | 5 | - https://github.com/MicrosoftLearning/mslearn-ai-services 6 | - https://github.com/MicrosoftLearning/mslearn-ai-vision 7 | - https://github.com/MicrosoftLearning/mslearn-ai-language 8 | - https://github.com/MicrosoftLearning/mslearn-ai-document-intelligence 9 | - https://github.com/MicrosoftLearning/mslearn-knowledge-mining 10 | - https://github.com/MicrosoftLearning/mslearn-openai 11 | --------------------------------------------------------------------------------