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mpjjonker's avatar
mpjjonker
Brass Contributor
Mar 29, 2024

Azure AI studio and use your own data from OneLake

After Azure OpenAI Studio I am learning about AI Studio :

https://learn.microsoft.com/en-us/azure/ai-studio/what-is-ai-studio?tabs=home
The example in the video (1:56) refers to getting data from OneLake and using vector search on that data.
However in a discussion here: 

https://community.fabric.microsoft.com/t5/General-Discussion/How-can-I-add-Fabric-One-Lake-as-datasource-for-Azure-AI-Search/m-p/3786072#M5468
the conclusion was that OneLake is not supported as a datasource.
I think both can be true, but if that is the case I am curious about the support to apply Azure AI Search to content in OneLake.

2 Replies

  • georgehu's avatar
    georgehu
    Icon for Microsoft rankMicrosoft
    Aug 15, 2024

    mpjjonker 

     

    Onelake support Restful API with GraphQL interface.  Your ai agent apps can use plugins/function calls to the restful api for data integration.   Another way is using a Spark AI Agent for access your onelake as dataframe format for Spark SQL query.

    • mpjjonker's avatar
      mpjjonker
      Brass Contributor
      Aug 15, 2024

      georgehu thanks, yes with tool calling, we can call ' any' OpenAPI. I was looking for tool support in AZure AI Studio to implement a RAG pattern.

       

      Lanchain also has nice developer support to achieve your scenario 

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