Databricks Generative AI Engineer Associate Question 71
Select 2You are tasked with building a Retrieval-Augmented Generation (RAG) application to provide accurate answers about your company's internal policies and procedures. Which source documents should you prioritize to ensure the application provides high-quality and reliable responses?
- A
Official company policy manuals stored in a version-controlled repository
- B
Employee-generated notes and personal interpretations of policies shared on internal chat channels
- C
Documentation from external forums discussing industry best practices
- D
Frequently Asked Questions (FAQ) documents maintained by the company's HR department
- E
Outdated policy documents from over five years ago
Show answer and explanation
Correct answers: A, D
Explanation
To ensure a high-quality RAG application, the source documents must be accurate, up-to-date, and directly relevant to the application's domain. Official company policy manuals and HR-maintained FAQs meet these criteria because they are authoritative and regularly updated, unlike personal notes or outdated documents which may introduce inaccuracies.
- A. Correct.
Official company policy manuals are authoritative and accurate sources of information since they are maintained and updated by the organization in a controlled way.
- B. Incorrect.
Employee-generated notes and personal interpretations are subjective and prone to errors or misunderstandings, making them unreliable sources for a RAG application.
- C. Incorrect.
While external forums may provide insights into industry best practices, they are not specific to the company's internal policies and may not be relevant or reliable for this use case.
- D. Correct.
FAQs maintained by HR are a reliable source as they are curated to address common employee questions and are typically informed by official policies.
- E. Incorrect.
Outdated policy documents are not reliable since they may no longer reflect the current policies and could lead to incorrect responses.