Grounding score for RAG on Azure

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Can i know Grounding score for RAG on Azure
Mar 11 in Generative AI by Ashutosh
• 24,610 points
44 views

1 answer to this question.

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You can use Azure AI Search’s integrated grounding score in Retrieval-Augmented Generation (RAG) to measure response reliability based on retrieved data.

Here is the code snippet you can refer to:

In the above code, we are using the following key approaches:

  • Uses Azure AI Search for information retrieval.
  • Fetches search results with relevance scores.
  • Calculates a simple grounding score by averaging relevance scores.
  • Demonstrates grounding for RAG by aligning responses to indexed data.

Hence, the grounding score provides a quantitative measure of response reliability in RAG, ensuringthat  generated content stays faithful to the retrieved data.

answered Mar 12 by timora

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