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AI-Native Foundations Certification
A product team wants to enhance an LLM-based assistant so that it can answer questions using the company's internal policy documents rather than relying only on the model's pretrained knowledge. Which AI concept directly addresses this need?
Explanation
Describe Retrieval-Augmented Generation (RAG): Articulate the concept of RAG and its role in enhancing AI model responses with external knowledge.
An architect proposes combining a machine learning model, a rules-based system, and an LLM within a single solution to improve accuracy and robustness. Which concept best describes this design approach?
Explanation
Understand Composite AI: Understand how combining multiple AI techniques (e.g., machine learning, rules-based systems, and LLMs) can create more accurate and robust solutions than using
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