FREE PDF QUIZ HIGH PASS-RATE SAP - C-AIG-2412 - QUESTIONS SAP CERTIFIED ASSOCIATE - SAP GENERATIVE AI DEVELOPER EXAM

Free PDF Quiz High Pass-Rate SAP - C-AIG-2412 - Questions SAP Certified Associate - SAP Generative AI Developer Exam

Free PDF Quiz High Pass-Rate SAP - C-AIG-2412 - Questions SAP Certified Associate - SAP Generative AI Developer Exam

Blog Article

Tags: Questions C-AIG-2412 Exam, C-AIG-2412 Vce Download, Examcollection C-AIG-2412 Free Dumps, C-AIG-2412 Latest Exam Question, C-AIG-2412 Exam Forum

We never give up the sustainable development, so we revamp our C-AIG-2412 practice materials' versions constantly. Nowadays, the market softens because of oversupply, but the demand of our C-AIG-2412 learning braindumps are increasing all the time. It is lucky our C-AIG-2412 Guide prep offers tremendous knowledge for you, so look forward to cooperate fervently. And the service will last for a year long after your purchase for we provide free updates for one year long!

Have you ever noticed that people who prepare themselves for SAP C-AIG-2412 certification exam do not need to negotiate their salaries for a higher level, they just get it after they are SAP C-AIG-2412 Certified? The reason behind this fact is that they are considered the most deserving candidates for that particular job.

>> Questions C-AIG-2412 Exam <<

C-AIG-2412 Vce Download & Examcollection C-AIG-2412 Free Dumps

With the number of people who take the exam increasing, the C-AIG-2412 exam has become more and more difficult for many people. A growing number of people have had difficulty in preparing for the C-AIG-2412 exam, and they have a tendency to turn to the study materials. However, a lot of people do not know how to choose the suitable study materials. We are willing to recommend the C-AIG-2412 Study Materials from our company to you.

SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q43-Q48):

NEW QUESTION # 43
What is the primary function of the embedding model in a RAG system?

  • A. To encode queries and documents into vector representations for comparison
  • B. To generate responses based on retrieved documents and user queries
  • C. To evaluate the faithfulness and relevance of generated Answers
  • D. To store vector representations of documents and search for relevant passages

Answer: A

Explanation:
In a Retrieval-Augmented Generation (RAG) system, the embedding model plays a crucial role in encoding textual data into vector representations, facilitating efficient retrieval and comparison.
1. Function of the Embedding Model:
* Vector Encoding:The embedding model transforms both user queries and documents into high- dimensional vector representations. This numerical encoding captures the semantic meaning of the text, enabling the system to assess similarities between different pieces of text effectively.
* Facilitating Retrieval:By encoding text into vectors, the system can perform efficient similarity searches within a vector database, identifying documents or passages that are most relevant to the user's query.
2. Importance in RAG Systems:
* Semantic Matching:The vector representations allow the system to match user queries with relevant documents based on semantic content rather than mere keyword overlap, enhancing the relevance of retrieved information.
* Efficiency:Vector-based retrieval is computationally efficient, enabling rapid identificationof pertinent information from large datasets, which is essential for real-time applications.
3. Application in SAP's Generative AI Hub:
* Integration with HANA Vector Search:SAP's Generative AI Hub integrates embedding models with HANA's vector search capabilities, allowing for efficient storage and retrieval of vector embeddings.
This integration supports the development of RAG systems that can effectively utilize SAP's data assets.
* Generative AI Hub SDK:SAP provides an SDK that facilitates the implementation of embedding models within RAG systems, enabling developers to encode queries and documents into vector representations seamlessly.


NEW QUESTION # 44
Which of the following statements accurately describe the RAG process? Note: There are 2 correct ans-wers to this question.

  • A. The retrieved content is combined with the LLM's capabilities to generate a response.
  • B. The embedding model stores the generated ans wers for future reference.
  • C. The user's questi on is used to search a knowledge base or a set of documents.
  • D. The LLM directly ans wers the user's question without accessing external information.

Answer: A,C


NEW QUESTION # 45
How does SAP deal with vulnerability risks created by generative Al? Note: There are 2 correct answers to this question.

  • A. By identifying human, technical, and exfiltration risks through an Al Security Taskforce.
  • B. By relying on external vendors to manage security threats.
  • C. By implementing responsible Al use guidelines and strong product security standards.
  • D. By focusing on technological advancement only.

Answer: A,C

Explanation:
SAP addresses vulnerability risks associated with generative AI through a comprehensive strategy:
1. Implementation of Responsible AI Use Guidelines and Strong Product Security Standards:
* AI Ethics Policy:SAP has established an AI Ethics Policy that mandates responsible AI usage, ensuring that AI systems are designed and deployed ethically, with considerations for fairness, transparency, and accountability.
* Product Security Standards:SAP integrates robust security measures into its AI products, adhering to stringent security protocols to protect against vulnerabilities and potential threats.
2. Identification of Risks through an AI Security Taskforce:
* AI Security Taskforce:SAP has established an AI Security Taskforce dedicated to identifying and mitigating risks associated with generative AI, including human factors, technical vulnerabilities, and data exfiltration threats.


NEW QUESTION # 46
Which technique is used to supply domain-specific knowledge to an LLM?

  • A. Fine-tuning the model on general data
  • B. Retrieval-Augmented Generation
  • C. Domain-adaptation training
  • D. Prompt template expansion

Answer: B

Explanation:
Retrieval-Augmented Generation (RAG) is a technique that enhances Large Language Models (LLMs) by integrating external domain-specific knowledge, enabling more accurate and contextually relevant outputs.
1. Understanding Retrieval-Augmented Generation (RAG):
* Definition:RAG combines the generative capabilities of LLMs with retrieval mechanisms that access external knowledge bases or documents. This integration allows the model to incorporate up-to-date and domain-specific information into its responses.
* Mechanism:When presented with a query, the RAG system retrieves pertinent information from external sources and uses this data to inform and generate a more accurate and contextually appropriate response.
2. Application in Supplying Domain-Specific Knowledge:
* Domain Adaptation:By leveraging RAG, LLMs can access specialized information without the need for extensive retraining or fine-tuning. This approach is particularly beneficial for domains with rapidly evolving information or where incorporating proprietary data is essential.
* Efficiency:RAG enables models to provide informed responses by referencing external data, reducing the necessity for large-scale domain-specific training datasets and thereby conserving computational resources.
3. Advantages of Using RAG:
* Up-to-Date Information:Since RAG systems can query current data sources, they are capable of providing the most recent information available, which is crucial in dynamic fields.
* Enhanced Accuracy:Incorporating external knowledge allows the model to produce more precise and contextually relevant outputs, especially in specialized domains.


NEW QUESTION # 47
You want to extract useful information from customer emails to augment existing applications in your company.
How can you use generative-ai-hub-sdk in this context?

  • A. Train custom models based on the mail data.
  • B. Generate a new SAP application based on the mail data.
  • C. Generate random email content and send them to customers.
  • D. Generate JSON strings based on extracted information.

Answer: D


NEW QUESTION # 48
......

Our product is revised and updated according to the change of the syllabus and the latest development situation in the theory and the practice. The C-AIG-2412 Exam Torrent is compiled elaborately by the experienced professionals and of high quality. The contents of C-AIG-2412 guide questions are easy to master and simplify the important information. It conveys more important information with less answers and questions, thus the learning is easy and efficient. The language is easy to be understood makes any learners have no obstacles.

C-AIG-2412 Vce Download: https://www.real4prep.com/C-AIG-2412-exam.html

Governments take measures to punish the cribbers who cheat in the exams, which make it more difficult to pass the SAP C-AIG-2412 exams than ever more, SAP Questions C-AIG-2412 Exam With ten years rich experience and successful development, we have excellent service system and the best service attitude, To help you realize your aims like having higher chance of getting desirable job or getting promotion quickly, our SAP C-AIG-2412 study questions are useful tool to help you outreach other and being competent all the time.

Nook has the ability to create profiles for both adults Questions C-AIG-2412 Exam and children, One of the things you can do with writers is they take a lot of pride in their writing, Governments take measures to punish the cribbers who cheat in the exams, which make it more difficult to pass the SAP C-AIG-2412 Exams than ever more.

C-AIG-2412 Training Materials & C-AIG-2412 Dumps PDF & C-AIG-2412 Exam Cram

With ten years rich experience and successful development, C-AIG-2412 we have excellent service system and the best service attitude, To help you realize your aims like having higher chance of getting desirable job or getting promotion quickly, our SAP C-AIG-2412 study questions are useful tool to help you outreach other and being competent all the time.

You don't need to review your C-AIG-2412 practice test every day, Our SAP Certified Associate - SAP Generative AI Developer (C-AIG-2412) web-based practice exam software also simulates the SAP Certified Associate - SAP Generative AI Developer (C-AIG-2412) environment.

Report this page