How to use Microsoft Azure AI Studio and Azure OpenAI models
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- čas přidán 13. 06. 2024
- You can now interact with OpenAI directly through Azure AI Studio. Learn more about Microsoft Azure AI Studio here: aka.ms/AdrianAI
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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Your videos have a distinctive quality aspect, Thanks a lot !!
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.
love it!
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 :)
I have that coming soon!
@@AdrianTwarog Awesome! I am totally looking forward to this as well. I am not an experienced programmer but for my bachelor thesis I have to try to build a Microsoft AI Search RAG application that can help generate text blocks & maybe even (simple) process diagrams from exisiting quotas from similar projects (IT consulting). So it needs to find the appropriate PowerPoint, PDF, Word and maybe Excel documents, understand what is relevant and generate relevant content. In the best case I can somehow define a quota form where it would input the generated content in the right format.
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
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
Oh that’s a pretty good idea!
Thanks a lot for sharing. How to create an interface on Microsoft Teams?
When we upload documents to AI Blob, does it perform embeddings and utilize vector database behind the scenes.
there is a checkbox during index creation which you can set on and off which enables vector search, you swill also need a deployment for embeddings like ada-text-embedding-002
How to switch your mouse to pen smoothly? Its interesting
It would be so helpful to see how to create a chat bot from an URL for all my company to use.
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).
For some reason i dont have the {x} Add variable button in my "Variables" menu:czcams.com/video/fQ9RFR1KTbY/video.html
Is is broken in Azure AI Studio right now or do i need to turn it on somewhere?
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.
thanks
Thanks for the informative video! I find the zooming in blurry and has room for improvement. Maybe a faster zooming animation is better? It's hard to read during the animation.
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.
Love the content but I'm struggling with the delivery. A slight pause between sentences would make this a 5 star video. As is, it is hard to follow. listening.
Notes for future videos, thanks for the feedback!
What is wrong with edit? Feels like I am watching a long tik tok 😢
New editing team I’m trying for my videos… I take it the pacing is too fast?
@@AdrianTwarog hi,thanks for reply 🥹yeah, passing is a little distracting, I think it is good for entertaining videos, but less helpful for educational,when you want to focus on content more then on changing frames. I watched 2 minutes and could not recall information, because I was focusing on changing animation so much 🤷♂️
@@Sotov keep calm and slow down the vídeo. Too much information, but I liked it!
@@Sotov I don't know what you mean with "distracting passing" and "changing animation", I rewatched the video and can not find any unnecessary or distracting animation BUT yes the PACING IS TOO FAST! I had to slow down to 0.75 (which sounds a bit awkward) and I usually watch videos at 1.25 or even 1.5.
@@AdrianTwarogno it’s perfect. This guys just hatin… lovin the new teams work
How to say "Azure" - czcams.com/video/FOXDyRLT6so/video.html
Make it slow
How you pronounce azure 😂asua
Its too fast explanation,