Azure OpenAI Service
An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.
How can I enable vector search within Azure OpenAI Chat playground for Cognitive search?
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(272, 9%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAP%3C/text%3E%3C/svg%3E)
Anthony Pham
55
Reputation points
Hello,
I have a Cognitive search service connected to my SharePoint document library. I am trying to connect the service to Azure OpenAI service with vector search. However the vector search option is disabled it. How can I enable it? Please advise
I noticed for Blob storage you can enable vector search and specify the emending too.
Azure OpenAI Service
{count} vote
-
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(214.4, 74%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAM%3C/text%3E%3C/svg%3E)
AshokPeddakotla-MSFT 36,006 Reputation points Moderator2023-11-13T10:01:44.82+00:00 Anthony Pham Greetings!
I have a Cognitive search service connected to my SharePoint document library. I am trying to connect the service to Azure OpenAI service with vector search. However the vector search option is disabled it.
Are you following any documentation for the steps? Did you check Vector search in Azure Cognitive Search? As mentioned in Data formats and file types, Can you confirm if your document is is supported formats?
To enable vector search, you will need a
text-embedding-ada-002deployment in your Azure OpenAI resource. Select your embedding deployment when connecting your data, then select one of the vector search types under Data management.I noticed for Blob storage you can enable vector search and specify the emending too.
Yes, Azure OpenAI on your data uses an Azure Cognitive Search index to determine what data to retrieve based on user inputs and provided conversation history. It is recommend to use Azure OpenAI Studio to create your index from a blob storage or local files
We strongly recommend usingtext-embedding-ada-002 (Version 2). This model/version provides parity with OpenAI'stext-embedding-ada-002.Could you confirm if you are using version1 or version2?
As per the error message, your subscription does not have any Blob Storage resources. If you have any existing Storage account Blob Containers, you can select them like below.
First create a Blobstorage account and container along with search resource.
Do let me know if that helps or have any further queries.
-
Anthony Pham 55 Reputation points
2023-11-13T21:02:52.4333333+00:00 Are you following any documentation for the steps? Did you check Vector search in Azure Cognitive Search? As mentioned in Data formats and file types, Can you confirm if your document is is supported formats?
Hello, I am following this documentation to setup a cognitive search index of a SharePoint library that has Word and PDF documents. It indexes the library using keyword configuration, however, I want to enable vector search but it is disabled in my first screen shot I provided. How do I enable vector search?
https://learn.microsoft.com/en-us/azure/search/search-howto-index-sharepoint-onlineTo enable vector search, you will need a
text-embedding-ada-002deployment in your Azure OpenAI resource. Select your embedding deployment when connecting your data, then select one of the vector search types undeI already deployed text-embedding-ada-002 as you can see from my highlighted second screenshot. Vector indexing works great for my BLOB storage. However, I need to know how to enable it for my index connected to my SharePoint library.
Sign in to comment
Sign in to answer