How can i provide custom data via API to azure openAI Model

Aniket Kasar 0

have created a chat model using azure open ai and providing it custom data source with help of container and azure ai search, but this is static. And I am using that api in my app. But what I want to do is that. But now I want to Integration it such a way that the user can ask questions about it account like purchases, profile related things, orders, etc. so that should be dynamic. How can I achieve it

I want to provide custom data to azure openAI via API and it will be dynamic

YutongTie-MSFT 52,861 Reputation points

2024-09-17T19:03:58.69+00:00
Hello @Aniket Kasar

Thanks for reaching out to us, to better understand and address your requirement for integrating dynamic user-specific data into your Azure OpenAI chat model, it would be helpful to gather more details about your current setup and your specific needs. Here are some questions to help clarify the solution -

What types of data are currently available in your custom data source? (e.g., user profiles, purchase history, order status)

How frequently does this data change, and how up-to-date does the data need to be?

How is this data structured and stored? (e.g., relational databases, NoSQL databases, cloud storage)

How do you currently integrate your custom data with Azure OpenAI? (e.g., through static prompts, preprocessed data)

Is your app only working for recalling the dynamic data like a qna bot? If yes, you may also want to take a look on below product - https://learn.microsoft.com/en-us/azure/ai-services/language-service/question-answering/overview

Please let us know, thanks !

Regards,

Yutong
Saideep Anchuri 240 Reputation points Microsoft Vendor

2024-09-18T18:42:28.99+00:00

Hi Aniket Kasar,

please refer to the below link which might help you.

https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/get-started-with-function-calling-through-assistants-api-on/ba-p/4093150

I hope the information is helpful. please let us know further questions.

Thank you.

1 answer

Aniket Kasar 0 Reputation points

2024-09-18T10:49:15.9633333+00:00
Currently I am using temporary data about our company for testing purposes

Currently the data is static and not change, but i want to provide dynamic data that will change very frequently

Currently I am using blob storrage container that is in .txt file

Currently I used Azure AI search and blob storage for providing custom data

The link attached is not working

I want to provide dynamic data in json .
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YutongTie-MSFT 52,861 Reputation points

2024-09-18T17:49:47.5566667+00:00

https://learn.microsoft.com/en-us/azure/ai-services/language-service/question-answering/overview Please try this link.

Saideep Anchuri 240 Reputation points Microsoft Vendor

2024-09-19T16:55:32.6566667+00:00

Hi Aniket Kasar,

We haven’t heard from you on the last response and was just checking back to see if you have a resolution yet. In case if you have any resolution please do share that same with the community as it can be helpful to others.

Thank you.

Aniket Kasar 0 Reputation points

2024-09-20T11:54:53.7866667+00:00

Hi @YutongTie-MSFT , Thank you for your response, I have checked the doc provided by you on https://learn.microsoft.com/en-us/azure/ai-services/language-service/question-answering/overview , this is a guide regarding custom question answering but it can be useful for static data as you can see in the attached screenshot, But I have dynamic data , user specific data like orders related concerns, profile related questions etc. So how can I do that ?
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