My 1st approach: Building AI app with Azure tools

Feb '24 (edited) • 💡 Help

Hi colleagues,

Have you used Azure AI tools yet and specially have you used AI Vision Studio or just OpenAI deployment with Vision enhancement (which I think with GPT-4 (32k) is really, really slow)?

I'm kind of keen to hear your experience from Azure AI tools you have used.

Link to Azure AI Studio: Azure AI Studio - Generative AI Development Hub | Microsoft Azure

Reason I ask this, is earlier I played with Azure AI Visual Studio which was working fine to returning JSON message from image I sent using Postman (3 weeks ago). These solutions and apps offered by Microsoft are changing so rapidly that it is almost impossible to keep up with the newest features.

So my project:

My brave, bold 1st real project for developing with AI. I know this might be bit too much for me but hey, you never learn if you don't set target high enough.. :D

Background:

As I have played with GPT (openai.com) and with Azure OpenAI some hello world type of solutions, I'm now building AI solution for financial accounting.

Idea:

Idea is to have UI (mobile) which is Chatbot type of UI. User can upload invoices and receipt from UI and like that when using AI as OCR result coming as Json format, OpenAI can then propose right financial accounts (based on company's Chart Of Account). So basically solution is Chatbot for financial accounting. Somehow I think I use copilot something like this: https://youtu.be/KPTVu-AeG7g?feature=shared&t=355

so this is result (which is okay) from playground so looks like it works fine but I think cognitive services with vision AI worked better earlier..

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