Grounding score for RAG on Azure

Question

Can i know Grounding score for RAG on Azure

Answer 1

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.