Question
HOTSPOT -
An ML engineer is building a generative AI application on Amazon Bedrock by using large language models (LLMs).
Select the correct generative AI term from the following list for each description. Each term should be selected one time or not at all. (Select three.)
• Embedding
• Retrieval Augmented Generation (RAG)
• Temperature
• Token
Explanation
According to official AWS documentation, tokens are the basic units of text processed by LLMs, making them the correct representation for fundamental data elements. Embeddings are high-dimensional vectors that capture the semantic meaning of text, aligning with their description as containing textual semantics in a mathematical form. Retrieval Augmented Generation (RAG) enhances generated responses by incorporating information from external sources, fitting the description of enriching responses with additional data.
