nerdexam
Microsoft

DP-100 · Question #553

You manage an Azure AI Foundry project. You plan to create a vector index for a RAG solution. You need to build the index remotely by using a script. Which two data sources can you use? Each correct…

The correct answer is A. Azure AI Search C. Local files and folders. When building a vector index remotely via script in Azure AI Foundry, Azure AI Search and local files/folders are the supported data sources.

Design and prepare a machine learning solution

Question

You manage an Azure AI Foundry project. You plan to create a vector index for a RAG solution. You need to build the index remotely by using a script. Which two data sources can you use? Each correct answer presents a complete solution. (Choose two.) NOTE: Each correct selection is worth one point.

Options

  • AAzure AI Search
  • BGitHub repositories
  • CLocal files and folders
  • DOneLake in Microsoft Fabric

How the community answered

(41 responses)
  • A
    73% (30)
  • B
    17% (7)
  • D
    10% (4)

Why each option

When building a vector index remotely via script in Azure AI Foundry, Azure AI Search and local files/folders are the supported data sources.

AAzure AI SearchCorrect

Azure AI Search can be used as a data source when programmatically building a remote vector index via script, allowing an existing search index to be referenced and embedded.

BGitHub repositories

GitHub repositories are not a supported data source for building vector indexes remotely via script in Azure AI Foundry.

CLocal files and foldersCorrect

Local files and folders are supported as a data source for remote script-based vector index builds in Azure AI Foundry, where the SDK uploads and processes the files during index creation.

DOneLake in Microsoft Fabric

OneLake in Microsoft Fabric is not a supported data source for remote script-based vector index creation in Azure AI Foundry.

Concept tested: Azure AI Foundry remote script-based vector index data sources

Source: https://learn.microsoft.com/en-us/azure/ai-studio/how-to/index-add

Topics

#Vector Index#RAG#Azure AI Search#Data Sources

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