How to use Microsoft Azure AI Studio and Azure OpenAI models

In this video I’m going to cover Azure AI Studio, which will be useful if you’re looking to build something a bit more complex as either a beginner or professional developer at a company.

There will be 5 parts to this video:

1. What is Azure AI Studio
2. Create a model on top of Azure OpenAI
3. Import Data to a Model
4. Configure and Deploy Model
5. API use of the model for a Project

I’d also like to thank Microsoft for sponsoring this video, a lot of what we do today will be built on top of the Microsoft Azure service, so if you want to learn more, I’ll add links in the description to the project.

Azure AI Studio is the combination of tools such as Azure OpenAI, Machine Learning and other AI services like speech, vision, etc in a central place. With it:

- I am able to deploy AI models for deploying and testing AI models on top of the Azure OpenAI service.
- I can add custom data sources to help prompting, such as a database, file or document, or even web address.
- I can define prompts to work almost like a flow chart, this prompt flow lets you create more customization for the models and how they function
- I can integrated content safety filters to help mitigate problems or harm depending on the type of solution you’re building
- I can combine multiple AI capabilities to produce a much more advanced generative AI solution.

00:00 - Microsoft Azure AI Studio
00:44 - What is Azure AI Studio
01:32 - Azure AI Studio - Initial Setup and Deployment
02:44 - Azure AI Studio - Playground
05:17 - Azure AI Studio - Prompt Flow
06:42 - Azure AI Studio - Upload files and data
11:02 - Azure AI Studio - API use of Azure OpenAI GPT3.5 and GPT4 Models
16:25 - Additional Documentation and Resources for Azure AI Studio

#microsoft #azure #openai

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[ggs]

absolute stunning video, quick, clear, concise, just what was needed to help me get up and running.

[khalifarmili]

Your videos have a distinctive quality aspect, Thanks a lot !!

[GeorgeZoto]

Great quality video, thank you for creating and sharing it :)

[sunrajsharma]

So what AI service is this using in the background when you upload files and data ? Just trying to map out the cost of running this for couple of coding books.

[idnsv]

Can you do video on azure ai vision service and custom object-detection / segmentation with the code utilizing azure ai studio ? Thanks in advance

[aadikulkarni]

when i start this on azure ai studio, when i go to create a new project i get hub insted of resource, what to do plz help

[vanjoe]

How do I tell the api to only reply to prompts based on the data I have uploaded and indexed?

[ttowe]

I just started checking Azure Ai, it would be nice to have a video with a super mini project that would actually do something, I don't care if it will be in Python or JS :)

[Momentum_Option_Buyer]

When we upload documents to AI Blob, does it perform embeddings and utilize vector database behind the scenes.

[kakcorel]

How to switch your mouse to pen smoothly? Its interesting

[YunTong-vhhh]

Thanks a lot for sharing. How to create an interface on Microsoft Teams?

[oguz]

wow exactly what I was needed, thank you. I'm trying to build an AI supported movie recommender service that will recommend movies based on a selected movie. let's see if Azure AI is the way to go

[amosmachoradevlogs]

Anybody knows how to solve this error Validation error at Input should be a valid string. It happens after uploading my pdf on azure ai studio.

[daviddad]

It would be so helpful to see how to create a chat bot from an URL for all my company to use.

[madelles]

Is is broken in Azure AI Studio right now or do i need to turn it on somewhere?

[KolTregaskes]

I'm hoping my company is about to look at Azure (and Fabric/Dataverse) for our AI and data solutions. I know this is more of a coding channel but any video related to helping us help our end users and business would be great. I don't know what is possible but we've toyed with the idea of a customised company chatbot on SharePoint but also AI apps to help desktop users with the apps we use. The main thing we'll likely use AI for is data analytics from our various sources (external and internal).

[hvaandres]

Setting up private ML Services through Terraform. I'm currently having issues with the compute quotas since they already got assigned but for some reason is not working.

[bhavtoshbhardwaj]

running like you have to catch the train

[ChristôpheRosinni]

Hy. How could I contact you privately ?

[mitsuman]

It seems that the Azure OpenAI services are locked behind a subscription that requires enterprise enrollment. I was not able to enroll with a personal email address.