810-110 무료 덤프문제 온라인 액세스

What is the role of embeddings in AI systems?

• A.Encrypting traffic
• B.Assigning IP addresses
• C.Representing data numerically in vector space
• D.Compressing logs

A practitioner must reduce the financial cost of a high-volume summarization task. Which strategy addresses token-based billing?

• A.increasing the model sampling rate
• B.increasing the model temperature
• C.expanding the total context window
• D.minimizing the input prompt size

A practitioner is using AI to analyze customer support tickets and usage data to compare customer complaint patterns across segments. According to the 4-step EDA methodology, what is the next action after generating a high-level summary of the feedback?

• A.visualize
• B.correlate
• C.hypothesize
• D.orient

What is the primary goal of Retrieval-Augmented Generation (RAG) in AI systems?

• A.Replace neural networks
• B.Improve model responses with external knowledge
• C.Encrypt AI datasets
• D.Reduce GPU usage only

Why are embeddings essential to the retrieval phase of a RAG system?

• A.They compress the prompt length.
• B.They reduce model hallucination.
• C.They represent semantic meaning.
• D.They provide a keyword index.