IAPP Artificial Intelligence Governance Professional (AIGP) — Question 137

Retrieval-Augmented Generation (RAG) is defined as:

Answer options

• A. Combining LLMs with private knowledge bases to improve their outputs.
• B. Reducing computational processing requirements of the LLMs.
• C. Applying advanced filtering techniques to the LLMs.
• D. Fine tuning LLMs to minimize biased outputs.

Correct answer: A

Explanation

The correct answer is A because Retrieval-Augmented Generation focuses on enhancing the performance of large language models (LLMs) by integrating them with private knowledge bases. Options B, C, and D do not accurately describe RAG, as they refer to different aspects of LLM optimization and bias reduction.