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Cisco AI Technical Practitioner Sample Questions:

1. What is the purpose of a vector database in a RAG architecture?

A) to perform model weight updates
B) to manage the context window
C) to store numerical representations of data
D) to allocate resources for response generation

2. Which generative AI model family should be used for identifying and summarizing technical themes across thousands of unstructured network incident reports?

A) diffusion models
B) generative adversarial networks
C) variational autoencoders
D) large language models

3. Which Cisco platform provides AI-powered security analytics?

A) Cisco Packet Tracer
B) Cisco UCS Manager only
C) Cisco SecureX
D) Cisco IOS ROMMON

4. 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) Reduce GPU usage only
D) Encrypt AI datasets

5. A developer provides AI with three examples of a log entry mapped to a specific error category before asking AI to categorize a new log entry. Which technique is being used?

A) zero-shot prompting
B) chain-of-thought
C) few-shot prompting
D) metaprompting

Solutions: