Learn, Practice, and Improve with SAP C_AIG_2412 Practice Test Questions

  • 63 Questions
  • Updated on: 3-Mar-2026
  • SAP Certified Associate - SAP Generative AI Developer
  • Valid Worldwide
  • 2630+ Prepared
  • 4.9/5.0

You want to use the orchestration service through SAP's generative-Al-hub-sdk. What does the following code do?
from gen_ai_hub.orchestration.models.11m import LLM 11m =
LLM(name="gpt-40", version="latest", parameters={"max_tokens": 256, "temperature": 0.2})

A. Define the LLM

B. Run the Orchestration Request

C. Create the Orchestration Configuration

D. Define the Template and Default Input Values

A.   Define the LLM

What are some metrics to evaluate the effectiveness of a Retrieval Augmented Generation system? Note: There are 2 correct answers to this question.

A. Carbon footprint

B. Faithfulness

C. Speed

D. Relevance

B.   Faithfulness
D.   Relevance

Which of the following are functionalities provided by the generative-Al-hub-SDK ? Note: There are 2 correct answers to this question.

A. Interact with LLMs

B. Configure SAP BTP credentials

C. Customize SAP AI Launchpad

D. Create chat responses and embeddings

A.   Interact with LLMs
D.   Create chat responses and embeddings

What capabilities does the Exploration and Development feature of the generative Al hub provide? Note: There are 2 correct answers to this question.

A. Al playground and chat

B. Automatic model selection

C. Develop and debug ABAP code

D. Prompt editor and management

A.   Al playground and chat
D.   Prompt editor and management

How does SAP ensure the enterprise-readiness of its Al solutions?

A. By implementing rigorous product standards for Al capabilities

B. By ensuring that Al models make bias-free decisions without human input

C. By using generic Al models without business context complying with Al ethics standards

A.   By implementing rigorous product standards for Al capabilities

Which of the following techniques uses a prompt to generate or complete subsequent prompts (streamlining the prompt development process), and to effectively guide Al model responses?

A. Chain-of-thought prompting

B. Few-shot prompting

C. Meta prompting

D. One-shot prompting

C.   Meta prompting

What are some examples of generative Al technologies? Note: There are 2 correct answers to this question.

A. Al models that generate new content based on training data

B. Rule-based algorithms

C. Robotic process automation

D. Foundation models

A.   Al models that generate new content based on training data
D.   Foundation models

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