PROMINENT FEATURES OF PREP4SURES SAP C_AIG_2412 PRACTICE QUESTIONS

Prominent Features of Prep4sures SAP C_AIG_2412 Practice Questions

Prominent Features of Prep4sures SAP C_AIG_2412 Practice Questions

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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q24-Q29):

NEW QUESTION # 24
What are some functionalities provided by SAP Al Core?
Note: There are 3 correct answers to this question.

  • A. Monitoring and retraining models in SAP Al Core
  • B. Integration of Al services with business applications using a standardized API
  • C. Continuous delivery and tenant isolation for scalability
  • D. Management of SAP S/4HANA cloud infrastructure
  • E. Orchestration of Al workflows such as model training and inference

Answer: B,C,E


NEW QUESTION # 25
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. Create chat responses and embeddings
  • C. Configure SAP BTP credentials
  • D. Customize SAP AI Launchpad

Answer: A,B


NEW QUESTION # 26
What are the benefits of SAP's generative Al hub?
Note: There are 2 correct answers to this question.

  • A. Accelerate Al development with flexible access to a broad range of models
  • B. Send your data to various LLM providers for training feedback
  • C. Provide libraries for no-code development
  • D. Build custom Al solutions and extend SAP applications

Answer: A,D


NEW QUESTION # 27
What is the purpose of splitting documents into smaller overlapping chunks in a RAG system?

  • A. To enable the matching of different relevant passages to user queries
  • B. To improve the efficiency of encoding queries into vector representations
  • C. To reduce the storage space required for the vector database
  • D. To simplify the process of training the embedding model

Answer: A

Explanation:
In Retrieval-Augmented Generation (RAG) systems, splitting documents into smaller overlapping chunks is a crucial preprocessing step that enhances the system's ability to match relevant passages to user queries.
1. Purpose of Splitting Documents into Smaller Overlapping Chunks:
* Improved Retrieval Accuracy:Dividing documents into smaller, manageable segments allows the system to retrieve the most relevant chunks in response to a user query, thereby improving the precision of the information provided.
* Context Preservation:Overlapping chunks ensure that contextual information is maintained across segments, which is essential for understanding the meaning and relevance of each chunk in relation to the query.
2. Benefits of This Approach:
* Enhanced Matching:By having multiple overlapping chunks, the system increases the likelihood that at least one chunk will closely match the user's query, leading to more accurate and relevant responses.
* Efficient Processing:Smaller chunks are easier to process and analyze, enabling the system to handle large documents more effectively and respond to queries promptly.


NEW QUESTION # 28
What are some characteristics of the SAP generative Al hub? Note: There are 2 correct answers to this question.

  • A. It provides instant access to a wide range of large language models (LLMs).
  • B. It only supports traditional machine learning models.
  • C. It ensures relevant, reliable, and responsible business Al.
  • D. It operates independently of SAP's partners and ecosystem.

Answer: A,C


NEW QUESTION # 29
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