[Jan 15, 2025] Pass C_AIG_2412 Review Guide, Reliable C_AIG_2412 Test Engine [Q25-Q40]

Q25. What are some benefits of SAP Business Al? Note: There are 3 correct answers to this question.

Q26. What can be done once the training of a machine learning model has been completed in SAP AI Core? Note: There are 2 correct answers to this question.

Q27. How does SAP deal with vulnerability risks created by generative Al?
Note: There are 2 correct answers to this question.

Q28. What are some functionalities provided by SAP Al Core? Note: There are 3 correct answers to this question.

Q29. You want to download a json output for a prompt and the response.
Which of the following interfaces can you use in SAP’s generative Al hub in SAP AI Launchpad?

Q30. What are some benefits of the SAP AI Launchpad? Note: There are 2 correct answers to this question.

Q31. You want to assign urgency and sentiment categories to a large number of customer emails. You want to get a valid json string output for creating custom applications. You decide to develop a prompt for the same using generative Al hub.
What is the main purpose of the following code in this context?
prompt_test = “””Your task is to extract and categorize messages. Here are some examples:
{{?technique_examples}}
Use the examples when extract and categorize the following message:
{{?input}}
Extract and return a json with the following keys and values:
– “urgency” as one of {{?urgency}}
– “sentiment” as one of {{?sentiment}}
“categories” list of the best matching support category tags from: {{?categories}} Your complete message should be a valid json string that can be read directly and only contains the keys mentioned in t import random random.seed(42) k = 3 examples random. sample (dev_set, k) example_template = “””<example> {example_input} examples
‘n—n’.join([example_template.format(example_input=example [“message”], example_output=json.dumps (example[ f_test = partial (send_request, prompt=prompt_test, technique_examples examples, **option_lists) response = f_test(input=mail[“message”])

Q32. Which of the following sequence of steps does SAP recommend you use to solve a business problem using generative Al hub?

Q33. Which of the following capabilities does the generative Al hub provide to developers? Note: There are 2 correct answers to this question.

Q34. Match the components of a Retrieval Augmented Generation architecture to the diagram.

Q35. What contract type does SAP offer for Al ecosystem partner solutions?

Q36. Which neural network architecture is primarily used by LLMs?

Q37. What are the applications of generative Al that go beyond traditional chatbot applications?
Note: There are 2 correct answers to this question.

Q38. Which of the following are features of the SAP AI Foundation?
Note: There are 2 correct answers to this question.

Q39. Match the components of a Retrieval Augmented Generation architecture to the diagram.

Q40. How do resource groups in SAP AI Core improve the management of machine learning workloads?
Note: There are 2 correct answers to this question.