Azure Chat - Tutorial for an internal, secure, compliant AI chatbot | Unscripted Coding

If you're looking to use ChatGPT in the workplace, but you're worried about privacy and security, you need to deploy your own chatbot. Azure Chat is one of the quickest ways to put a polished chatbot in the hands of your team. This tutorial will show you how to deploy your own chatbot based on Microsoft's Azure Chat project which runs Azure OpenAI in the backend.

Unscripted Coding is entirely unscripted and organic. If you're looking for a tutorial, you're in the wrong place! What we do here is try and build something from scratch, filled with all the mistakes and lessons learned along the way!

Total Time: 35 minutes

[Beornious]

11/10. Absolute superior tutorial.
No flashy youtube clickbait or effects - Check
Very detailed explanation from start to production (that even a complete beginner would be able to follow) - Check
Shows example of errors and how to solve - Check

[jackwoods]

u are a legend for this video. awesome stuff. thank u!!

[pavelgk]

Can you create a similar video about the latest version of the azure chat?

[yashprajapati]

New github have other fields and i cannot find best region selection and also east US is denying due to multiple load on also choose other locations i am not able to create cosmodb, cau you give some info or video of latest github work flow.
Thank you

[Mike]

This is great, on the same chat bot UI I've seen you uploading the files to it, are files being store in a certain storage account or is there a way to connect the upload of the file to a blob storage account just using the code on github?

[fzhou]

This is a cool project. I would like to know how to keep up with the original Microsoft chat functionality when the original open source project adding images, and other more advanced RAG features, and we don’t have to do too much modifications.

[rickysydney]

have you work with assistant in Azure OpenAI? And if so can you make a video like this showing how you set one up and deploy it? Thanks again you video are very inspirational.

[DataSpook]

Have you been able to deploy using Mistral instead of OpenAi?

[salmasaad]

but can we upload our knowledge base and build something like GPTs? example: building a chatbot for employees inquiries based on our own company polices?

[alx]

The "security" of this chat is just a promise of MS to not do anything with your data, nothing more. This level of "security" might be enough for some of the businesses, but not all of them. The only how this large language models can be really made secure is when they are deployed 100% locally, without any API connection to the mothership company.

[disciplinegroup]

I keep getting the same error when reviewing + create the custom template.

{"code":"InvalidTemplateDeployment", "details":[{"code":"SpecialFeatureOrQuotaIdRequired", "message":"The subscription does not have QuotaId/Feature required by SKU 'S0' from kind 'OpenAI' or contains blocked QuotaId/Feature."}], "message":"The template deployment is not valid according to the validation procedure. The tracking id is See inner errors for details."}

Any ideas how to resolve this?

Many thanks