Azure OpenAI - Chat with Your Own Data

Welcome to the forth video in my Azure OpenAI Service series! In this video, we're going to look at Add your data functionality.

00:00 - Intro
00:30 - Configuration
01:28 - Storage Account and Cognitive Search
02:26 - Why Cognitive Search?
03:01 - Retrieval Augmented Generation (RAG)
05:16 - Cognitive Search Indexes
05:46 - Cognitive Search Pricing
06:51 - Testing the Bot
08:34 - Publishing the Bot
09:29 - App Service Authentication
09:56 - Walkaround Azure Cognitive Search
10:59 - File changes and Re-indexing

#AzureOpenAIService #BringYourOwnData #RetrievalAugmentedGeneration

Script for creating storage account

$grp = "rg-azure-search-indexers"
$loc = "eastus"
$storageAccountName = 'stazureoaidemo10010'
$searchName = "aci-azure-oai-demo-10010"

az group create --name $grp `
--location $loc

az storage account create --name $storageAccountName `
--resource-group $grp `
--location $loc

az search service create --name $searchName `
--resource-group $grp `
--sku Basic `
--location $loc

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[edetedidiong]

Can you run a video with excel, csv data or sql database data. Thanks

[sasivijaya]

Thanks and its really good explanation

[RandyKrakowski]

@meetkamal great video! Have you done a video where you show how to use Python as well as a layer to ensure context and other features?

[qbpdmgf]

Fantastic video, far better than those who just scratch the surface of it.
In Azure AI Studio, I am not able to deploy any model and it is asking me to fill out a request form for approval. Looking at the some of the constraints it looks like an individual developer can not request except you are form an organisation. Any thoughts?

[DBAaron]

Thanks a lot! How can I have multiple indices for separation of data types but query those inside a single frontend?

[limebulls]

Can you do a tutorial how to connect a MySQL database to it? Or how to create a voice bot with tts and stt on azure (maybe with connection to/via VoIP)? Would be awesome!

[Pianofy]

Does anyone know how to update the files live? And how fast does the chatGPT model take into account these changes?

[BieleckiRafal]

Is it possible to have own and external data at the same time? So if chat doesn't find the answer in my knowledgebase it will respond with something it learned earler? Thank you

[shalabhgarg]

when I test in the playground it gives me error says cant retrieve document

[godfreyogbeide]

Is possible to create chatgpt chatbot that chat with a dummy Json data, using C#.Net, reactjs, with openAI

[vinodreddy]

I get this error "The extensions chat completions operation must have at least one extension." upon using api call. I'm using cognitive semantic search with azure open ai deployment

[indrayne]

Can you tell me about citations, what if I want some metadata included in the citation like author name or source link. How can I do this?

[chandrans]

Nice video. I want to implement the same use case with Mobile app instead of web. What are the service/subscription that we need to purchase for this implementation. I see that you have used Azure OpenAI and Azure Cognitive Search services. Do we need any other service that we need to purchase?. Could you please clarify it?

[Oliv-B]

Cognitive search pricing is an issue when you just want to test it by curiosity.

[juanjo]

Thanks for sharing! Would you know how to integrate this into a Power App without having to use PVA?

[sxixybs]

Thank you for sharing this, could we use our own data with the chatbot UI ?

[smrutijoshi]

Hi, I am getting the responses which are not available in my pdf. Can you please guide me

[gauravgadbail]

hey i have added other data source successfully and run the indexers but when i ask the question to chat webapp interface it is not recognizing the question from new document.

[chloe]

I'm getting Error
Unsupported Model. Model Name: 'gpt-35-turbo' Model Version '0613'. Please retry with supported model: gpt35-turbo-16k, gpt-turbo-32k or gpt4
Anyone knows how to solve this?

[SankarJankoti]

In output can it show images as well from the document/pdf?