Azure OpenAI Service
An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.
3,911 questions
Azure Open AI multi tenancy support
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Miguel Lopes Isidoro
41
Reputation points
Hello,
We have a solution that is multi-tenant. Each tenant represents a customer with segregated data, and we are trying out "Add your own data" feature that is currently in Preview.
We are trying to have as little Azure resources as possible.
- Is it possible to have multiple data sources in Azure AI Studio or created by API in the same Cognitive Search Azure resource, each one pointing to a specific container in an Azure Blob Storage account (each container having the data of different customer)?
From the Azure AI Studio interface, currently I can only create a data source. Hopefully, this is not a limitation. - Is it possible to call the Open AI API to return data from a specific data source and return data only for that customer? From what I saw, in the API call we can specificy an index name that is associated in a 1:1 relationship with a data source.
- How can I make a data source to be persistent? Every time I close my browser, my data source disappears.
Thanks,
Miguel
{count} vote
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YutongTie-MSFT 53,941 Reputation points2023-08-13T22:16:05.9966667+00:00 Hello @Miguel Lopes Isidoro
Thanks for reaching out to us, I am checking internally for your inquire. I will let you know once I get any response.
Regards,
Yutong
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Miguel Lopes Isidoro 41 Reputation points
2023-08-27T21:57:03.5133333+00:00 Hi,
Is there anyone looking at this and give a reply?
Tks,
Miguel
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Miguel Lopes Isidoro 41 Reputation points
2023-08-28T08:04:58.9866667+00:00 Hi,
This is very important to us since we want to know how to provision Azure and Open AI resources for multiple tenants.
Thanks
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YutongTie-MSFT 53,941 Reputation points
2023-08-28T09:06:45.41+00:00 Hello @Miguel Lopes Isidoro I did not get any response from my side. How about raising a support ticket to check with a support engineer with your scenario details? I am happy to enable you a free ticket if you have no support plan. Thanks.
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Miguel Lopes Isidoro 41 Reputation points
2023-08-28T11:46:35.0366667+00:00 Hello,
Please grant me a free support ticket.
Thanks
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YutongTie-MSFT 53,941 Reputation points
2023-08-28T12:08:26.47+00:00 Of course, please share your Azure subscription so that we can do it, please send an email to azcommunity@microsoft.com with your azure subscription ID with title ATTN:Yutong
Regards,
Yutong
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Support Threestops 20 Reputation points2023-09-07T07:00:12.6033333+00:00 Hello @Miguel Lopes Isidoro Did you get the solution?
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Miguel Lopes Isidoro 41 Reputation points
2023-09-07T08:08:27.6833333+00:00 Hello,
Regarding this question, I made a few tests and found the following them:
- Is it possible to have multiple data sources in Azure AI Studio or created by API in the same Cognitive Search Azure resource, each one pointing to a specific container in an Azure Blob Storage account (each container having the data of different customer)?
From the Azure AI Studio interface, currently I can only create a data source. Hopefully, this is not a limitation.
Answer: It is possible to have multiple data sources, each one pointing to a specific container in an Azure Blob Storage account (each container having the data of a different customer).
- Is it possible to call the Open AI API to return data from a specific data source and return data only for that customer? From what I saw, in the API call we can specify an index name that is associated in a 1:1 relationship with a data source.
Answer: We can specify and index name in the API call, being an index of a different customer, making the multi tenant scenario possible,
- How can I make a data source to be persistent? Every time I close my browser, my data source disappears.
Answer: The datasources are saved but the Azure Add your own data UI it is still in preview and it seems it is the reason why the data source disappears after the browser is closed.
Thanks,
Miguel
- Is it possible to have multiple data sources in Azure AI Studio or created by API in the same Cognitive Search Azure resource, each one pointing to a specific container in an Azure Blob Storage account (each container having the data of different customer)?
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