QuestionQ30

Implement AI capabilities in database solutions

You need to design a generative AI solution that uses a Microsoft SQL Server 2025 database named DB1 as its data source. The solution must generate responses that meet these requirements:

  • Are grounded in the most recent transactional and reference data stored in DB1
  • Do NOT require retraining or fine-tuning of the language model when the data changes
  • Can include citations or references to the source data used in the response

Which scenario is the best use case for implementing a Retrieval Augmented Generation (RAG) pattern? More than one answer choice may achieve the goal. Select the BEST answer.

Explanation

Retrieval-augmented generation retrieves relevant company data at query time and provides it to the language model as grounding context. It therefore supports answers based on current, organization-specific knowledge without retraining when the underlying data changes, and retrieved source metadata can be used for citations.

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