SAP C_AIG_2412 Practice Exams
Last updated on Apr 01,2025- Exam Code: C_AIG_2412
- Exam Name: SAP Certified Associate - SAP Generative AI Developer
- Certification Provider: SAP
- Latest update: Apr 01,2025
Which technique is used to supply domain-specific knowledge to an LLM?
- A . Domain-adaptation training
- B . Prompt template expansion
- C . Retrieval-Augmented Generation
- D . Fine-tuning the model on general data
What contract type does SAP offer for Al ecosystem partner solutions?
- A . Annual subscription-only contracts
- B . All-in-one contracts, with services that are contracted through SAP
- C . Pay-as-you-go for each partner service
- D . Bring Your Own License (BYOL) for embedded partner solutions
What is the primary function of the embedding model in a RAG system?
- A . To generate responses based on retrieved documents and user queries
- B . To encode queries and documents into vector representations for comparison
- C . To evaluate the faithfulness and relevance of generated Answers
- D . To store vector representations of documents and search for relevant passages
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
What are some SAP recommendations to evaluate pricing and rate information of model usage within SAP’s generative Al hub? Note: There are 2 correct answers to this question.
- A . Adopt best practice pricing strategies, such as outcome-based pricing
- B . Weigh the cost of using advanced models against the expected return on investment
- C . Avoid subscription-based pricing models
- D . Use pricing models that have fixed rates irrespective of the usage patterns
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
Why would a user include formatting instructions within a prompt?
- A . To force the model to separate relevant and irrelevant output
- B . To ensure the model’s response follows a desired structure or style
- C . To increase the faithfulness of the output
- D . To redirect the output to another software program
Which of the following capabilities does the generative Al hub provide to developers? Note: There
are 2 correct answers to this question.
- A . Proprietary LLMs exclusively
- B . Code generation to extend SAP BTP applications
- C . Tools for prompt engineering and experimentation
- D . Integration of foundation models into applications
What advantage can you gain by leveraging different models from multiple providers through the SAP’s generative Al hub?
- A . Get more training data for new models
- B . Train new models using SAP and non-SAP data
- C . Enhance the accuracy and relevance of Al applications that use SAP’s data assets
- D . Design new product interfaces for SAP applications
How does SAP deal with vulnerability risks created by generative Al? Note: There are 2 correct answers to this question.
- A . By implementing responsible Al use guidelines and strong product security standards.
- B . By identifying human, technical, and exfiltration risks through an Al Security Taskforce.
- C . By focusing on technological advancement only.
- D . By relying on external vendors to manage security threats.