Lab files for AI-102 - AI Engineer
Home Page: https://microsoftlearning.github.io/AI-102-AIEngineer/
License: MIT License
This repo is no longer supported. The lab files for course AI-102 (and other AI-related courses) are distributed across multiple repo's:
Can I work with python
I followed the instructions. Deleted the container and tried it again as well. The final step fails because my subscription is "not authorized" to work with the Text Analytics Language container image. But this API should not be gated. It's in general availability according to the documentation.
Description of issue
You can not paste the expression buy use 'T' button. You must choose first "write an expression" from the drop down list then enter the value.
Please update the instructions.
Description of issue
When creating an alert for cognitive services, the microsoft.insights resource provider is not registered by default. It was possible to register this through the portal however so perhaps a case of just adding an instruction.
Repro steps:
1.Select an cognitive services resource
Description of issue
Created LUIS in Portal in Australia, I get an error when restarting the bot. Screen shot
Then use LUIS in westus, I get an error later after running in the emulator. 2 Screen shots: 1 is settings and 2 is error:
Note the difference in the end pointname.
Repro steps:
Description of issue
Console app can not handle 2 bytes input like Korean,Japanese etc
Please consider this
one idea is adding unicode encoding to console.
Console.InputEncoding = Encoding.Unicode;
Console.OutputEncoding = Encoding.Unicode;
Running https://github.com/MicrosoftLearning/AI-102-AIEngineer/blob/master/02-cognitive-security/rest-test.cmd
I get error "Couldn't resolve host '...cognitiveservices.azure.com'
until I changed the host name to what appears in the Portal:
https://westus.api.cognitive.microsoft.com
Then I get correct response to userText input "hola":
{"documents":[{"id":"1","detectedLanguage":{"name":"Spanish","iso6391Name":"es","confidenceScore":1.0},"warnings":[]}],"errors":[],"modelVersion":"2021-01-05"}
Description of issue
Please suggest names for placeholder. Student facing too much problems when deploying the bot in a single line.
This is too vague: "The resource IDs you specify must be globally unique strings netween 4 and 42 characters long. "
Also mention that the BotId is the name of the bot
resource-group=ai102timebotrg
botId=ai102timebot
newAppServicePlanName=BotServicePlan
newWebAppName = ai102timebot
appScecret = thesecretpassword
name = BotDeployment
And afterwards, after spending too much time correcting the command, the bot is not working in Azure.
Repro steps:
az deployment group create --resource-group "YOUR_RESOURCE_GROUP" --template-file "deploymenttemplates/template-with-preexisting-rg.json" --parameters appId="YOUR_APP_ID" appSecret="Super$ecretPassw0rd" botId="A_UNIQUE_BOT_ID" newWebAppName="A_UNIQUE_WEB_APP_NAME" newAppServicePlanName="A_UNIQUE_PLAN_NAME" appServicePlanLocation="REGION" --name "A_UNIQUE_SERVICE_NAME"
1.
1.
1.
Link for sampling tool is unavailable
Repro steps:
Registration following providers upfront of the labs should help to avoid provisioning issues
The following command can automate the process.
az provider register --namespace 'Microsoft.Insights'
'T' buttons missed for links:
Description of issue
Small Type can can.
Repro steps:
Description of issue
The request "tell me about certification" returns more than one result and expected result is not returned.
Repro steps:
When testing from LUIS portal type "tell me about certification". Two results will be returned :
"you can tell where you are... "
Bot Composer updated to 0.1.4, affecting lab instructions
Description of issue
If the user cannot use the microphone there is a wave file to use. The wave file provided is time-in-london.wav the updated instructions did not appear in the lab - also ir referenced a time.wav which was not added into the lab folder, and also the name of the the recognizer is listed as speech_recognizer but in the code it is 'recognizer'.
I was able to get it to work for the user by fixing the code but the wave file asked questions that the LUIS and code was not set up to handle - in short this was a mess - but may be from it not publishing to LODS and having to work with the old and new together.
cheers
Repro steps:
Description of issue
Error "Zip deployment failed" is displayed as given below while deploying the bot
Error Details:
Deployment endpoint responded with status code 202
Configuring default logging for the app, if not already enabled
Zip deployment failed. {'id': '3e726d92f6034fe5b253866adb6c1dda', 'status': 3, 'status_text': '', 'author_email': 'N/A', 'author':
'N/A', 'deployer': 'Push-Deployer', 'message': 'Created via a push deployment', 'progress': '', 'received_time': '2021-01-28T18:44:22.5607085Z', 'start_time': '2021-01-28T18:44:23.7717434Z', 'end_time': '2021-01-28T18:47:33.6878712Z', 'last_success_end_time': None, 'complete': True, 'active': False, 'is_temp': False, 'is_readonly': True, 'url': 'https://newwebappks.scm.azurewebsites.net/api/deployments/latest', 'log_url': 'https://newwebappks.scm.azurewebsites.net/api/deployments/latest/log', 'site_name': 'newwebappks'}. Please run the command az webapp log deployment show -n newwebappks -g tear-down
Repro steps:
Description of issue
Can we specify that location needs to be one word. E.g. not "Central India" but "centralindia"
Description of issue
Small typo highlighted. provide instead of provided in the description.
Repro steps:
Description of issue:
Arabic Language is not getting translated , gives error as below:
Error message:
"latin-1' codec can't encode characters in position 34-39: Body ('أهلاً،') is not valid Latin-1. Use body.encode('ut
f-8') if you want to send it encoded in UTF-8."
Repro steps:
1.Launch the Cognitive service
2. Call the Text Analytics language detection REST API
3. Enter the Arabic text "أهلاً، كيف حالك"
4. Observe that above mentioned error is displayed.
Description of issue
On translating English audio to Hindi , the hindi text is not displayed correctly
Repro steps:
1.Use speech to text service
2.Select "hi" language
3.Speak using microphone
4. Observe that Hindi language text is not displayed correctly.
In Lab 23-custom-search-skill, of file setup.cmd,
where it creates the azure storage, create blob container, then upload the files , creates azure cognitive services and azure cognitive search services.
But after running the setup.cmd, when I cross checked it in the portal, I found that it is failing in creating the blob container, and thus unable to upload the files.
I think there is a problem in setting up the azure storage key in the following below line in setup.cmd:-
set key_string=!key_json:[ { "keyName": "key1", "permissions": "Full", "value": "=! set AZURE_STORAGE_KEY=!key_string:" } ]=! call az storage container create --account-name ai102str!unique_id! --name margies --public-access blob --auth-mode key --account-key %AZURE_STORAGE_KEY% --output none call az storage blob upload-batch -d margies -s data --account-name ai102str!unique_id! --auth-mode key --account-key %AZURE_STORAGE_KEY% --output none
Please refer the screenshot for the above error.
The lone curl command in some of the rest-test.cmd files can still be used by students using MacOS or Linux by copying and pasting to a Terminal.
But the following command files can only be used by Windows users:
This has huge implications.
First of all, the course description should disclose this limitation at
https://docs.microsoft.com/en-us/learn/certifications/courses/ai-102t00
In the Prerequisites.
Just as there are both C# and Python, will there be both .cmd and bash shell scripts?
Perhaps as student contributions?
Description of issue
Starting bot hangs. Suppose to ask about firewall issues but does not. Just spin for 5-10 min without any result.
Restarting bot emulator not able to start a second bot because of the error about concurrent access. After killing all processes responsible for bot run next run return firewall request and then start successful.
Fix
Updating instruction or set up firewall on LOD image by clicking button run in composer.
When I run setup.cmd Iget the following error messges
azure-cli version:2.25.0 and 2.26.0
Description of issue
"ImageFileCreateBatch object is not iterable" error while using training api to upload images
Repro steps:
1.Create a Custom Vision Project
2.Use the CustomVisionTrainingClient api to upload images
Observe that the error "ImageFileCreateBatch object is not iterable" is displayed
Description of issue
az ad app create --display-name "TimeBot" --password "Super$ecretPassw0rd" --available-to-other-tenants
Please don't use "Super$ecretPass0rd". When student use powershell in Visual Studio code, or just PowerShell, Powershell doesn't like $ character in double quote string.
It give strange behaviour when deploying the timebot
az deployment group create --resource-group "YOUR_RESOURCE_GROUP" --template-file "deploymenttemplates/template-with-preexisting-rg.json" --parameters appId="YOUR_APP_ID" appSecret="Super$ecretPassw0rd" botId="A_UNIQUE_BOT_ID" newWebAppName="A_UNIQUE_WEB_APP_NAME" newAppServicePlanName="A_UNIQUE_PLAN_NAME" appServicePlanLocation="REGION" --name "A_UNIQUE_SERVICE_NAME"
I have replaced double quotes into single quotes, but that ended up with single quotes in the Web App configuration.
My suggestion: replace $ with 5
--password "Super$ecretPassw0rd" -> --password "Super5ecretPassw0rd"
Repro steps:
The bot is caching ZIP code entered for the first time and provides the same weather forecast even if you ask "weather" again.
The simple fix is push back the "Delete property" with "user.zipcode" after the IF/ELSE action. No extra step is required.
Description of issue
the text has a typo where "tou" should be "you." The paragraph should read:
Translate text
Now that your application can determine the language in which reviews are written, you can use the Translator service to translate any non-English reviews into English.
Description of issue
LAb 12, Last section to create a bot for a Knowledge Base - App Service Plan/Location not set automatically, perhaps I made a mistake in setup?
Repro steps:
Description of issue
After running "dotnet run" for training, following error occurs:
Repro steps:
Following the instructions.
Many attendees raised the issue.
Description of issue
SDK and custom code has difficulties with translation of non-English symbols.
Description of issue
The .env for the python code repeats your_service_principle_tenant_id where it should be specific, i.e. YOUR_SERVICE_PRINCIPAL_APP_ID, YOUR_SERVICE_PRINCIPAL_PASSWORD
Repro steps:
Description of issue
In the Search box, enter a new search for quiet hotel in New York and review the results.
Repro steps:
in search from the web site does not return any results for request "quiet hotel in New York", but return for "quiet hotel" only 1 hotel in London
Description of issue
package for deployment should be prepared by command detent publish and zipping output folder.
it is different from python.
https://docs.microsoft.com/en-us/azure/app-service/deploy-zip#create-a-project-zip-file
"For dotnet projects, this folder is the output folder of the dotnet publish command."
Description of issue
Running http://localhost:5000/, when I search London Hotel, I get the following error, I must have done something wrong. PS I am using Python.
NOTE: I stopped that this step and did not continue to lab 23 and 24, so I don't blow the Lab away.
Repro steps:
Description of issue
Small typo Oin instead or On or In (not sure which one)
Repro steps:
Description of issue
Small typo Simply instead of Simple. Screen shot highlighed.
Repro steps:
Description of issue
Website changed. Instead of Products page and Authorization it is now under Profile and Subscriptions
Here's what I got:
$ npm i -g @microsoft/botframework-cli
npm WARN EBADENGINE Unsupported engine {
npm WARN EBADENGINE package: '@microsoft/[email protected]',
npm WARN EBADENGINE required: { node: '>=8.0.0 <14' },
npm WARN EBADENGINE current: { node: 'v16.1.0', npm: '7.11.2' }
npm WARN EBADENGINE }
npm WARN EBADENGINE Unsupported engine {
npm WARN EBADENGINE package: '@microsoft/[email protected]',
npm WARN EBADENGINE required: { node: '^10.0.0 || ^12.0.0 || ^13.0.0 || ^14.0.0' },
npm WARN EBADENGINE current: { node: 'v16.1.0', npm: '7.11.2' }
npm WARN EBADENGINE }
npm WARN EBADENGINE Unsupported engine {
npm WARN EBADENGINE package: '[email protected]',
npm WARN EBADENGINE required: { node: '^10.0.0 || ^12.0.0 || ^13.0.0 || ^14.0.0' },
npm WARN EBADENGINE current: { node: 'v16.1.0', npm: '7.11.2' }
npm WARN EBADENGINE }
added 582 packages, and audited 583 packages in 24s
31 packages are looking for funding
run `npm fund` for details
found 0 vulnerabilities
This means we need to install node using nvm which enables several versions of node to coexist on the same machine.
Translation in lab 6 python prints 1 review rather than 5 review after Detect Language Code snippet added (step 3)
Repro steps:
Description of issue
when you testing images you have to return back to the code and change the name of image rebuild and run again.
It will be much easier if the images name is provided from the console and have one like 'street.jpg' set up as default value.
Description of issue
On clicking the different data points in the confusion matrix several times we observe that an white oval circle appears which overlaps on the data points
Repro steps:
1.Create a Language Understanding app
2.Add Intents, Entities and train the app
3.Perform Batch testing and click on the "see results"
4. In the confusion matrix that appears , click on the different data points
Observe that after some time the oval circle appears , which overlaps on the data points.
It's me again, this time I noticed the below folder is empty. Empty as in, there is no code. I'm looking for Python code in particular.
https://github.com/MicrosoftLearning/AI-102-AIEngineer/tree/master/13-bot-framework
Description of issue
Small type "he" instead of "the" in Lab 12 QnA Maker at beginning of paragraph preamble.
Repro steps:
Description of issue
small typo in Lab 6 - In Translator, step 5 reads 'right-click the text-analysis" and think it should read 'right-click the text-translation'
Repro steps:
Description of issue
When clicking on the search resource to view 'Search Explorer' , getting error 'Authorization failed. Authentication token failed validation'
Repro steps:
To solve this i tried assigning owner role / Search Index Data Reader/ Search Index Data Contributor roles to the resource/ subscription but all in vain.
Description of issue
I tried to follow the steps in https://docs.microsoft.com/en-us/learn/modules/create-azure-cognitive-search-solution/8-exercise-search. I'm stuck at step "Use the REST API to update the search solution", when I run modify-search.cmd it fails with error:
Updating the index...
{"error":{"code":"OperationNotAllowed","message":"Existing field 'language' cannot be changed.","details":[{"code":"CannotChangeExistingField","message":"Existing field 'language' cannot be changed."}]}}
and:
Updating the indexer...
{"error":{"code":"","message":"Output field mapping specifies target field 'sentiment' that doesn't exist in the index"}}-----
Please assist!
In, for example, https://github.com/MicrosoftLearning/AI-102-AIEngineer/blob/master/24-knowledge-store/setup.cmd
you have
rem Hack to get storage key
for /f "tokens=*" %%a in (
'az storage account keys list --subscription !subscription_id! --resource-group !resource_group! --account-name ai102str!unique_id! --query "[?keyName=='key1']"'
) do (
set key_json=!key_json!%%a
)
set key_string=!key_json:[ { "keyName": "key1", "permissions": "Full", "value": "=!
set AZURE_STORAGE_KEY=!key_string:" } ]=!
the problem is that it is fragile. The JSON object returned by the query also includes a field "creationTime" and it makes this
fragile key hack to fail. I got the error message:
unrecognized arguments: { creationTime: 2021-06-23T08:08:16.727815+00:00, keyName: key1, permissions: FULL, value: 0IY+kRl4n6wPdPntEd2Hdtx9AoKKQzYoXxhn5mZdNEJ9sJ+fWwsJ9Aohv3ltCioiO+gGnbH6LBtKp7wpFqMRgA== --output none
The solution I added was to select the fields explicitly in the query. That is, replacing
"[?keyName=='key1']"
with
"[?keyName=='key1'].{keyName:keyName, permissions:permissions, value:value}"
The whole thing can be simplified by, for example, only selecting "value:value", but then you need to change the script accordingly.
Description of issue
Student is facing dotnet build errors in Framework Composer like: microsoft/BotFramework-Composer#4812
In this issue someone suggested: "
I had to uninstall .Net 5, reboot and install to .Net 3.41
…"
The setup instruction says: "NET Core SDK
Download and install from https://dotnet.microsoft.com/download (download .NET Core SDK - not just the runtime)"
Student has installed everything on his local computer: just .Net 5.0 SDK. He didn't install 3.1.
On my machine, I have 3.1 and 5.0 and everything works.
Repro steps:
Description of issue
Feature Request: Would it be possible to include a requirements.txt file for the Python labs? Some learners don't like using the lab environment VM, and want to run the samples from their own machines.
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