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SAP C_AIG_2412 Exam Syllabus Topics:
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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q27-Q32):
NEW QUESTION # 27
What can be done once the training of a machine learning model has been completed in SAP AICore? Note:
There are 2 correct answers to this question.
Answer: A,C
Explanation:
Once the training of a machine learning model has been completed in SAP AI Core, several post-training actions can be undertaken to operationalize and manage the model effectively.
1. Deploying the Model for Inferencing:
* Deployment Process:After training, the model can be deployed as a service to handle inference requests. This involves setting up a model server that exposes an endpoint for applications to send data and receive predictions.
* Integration:The deployed model can be integrated into business applications, enabling real-time decision-making based on the model's predictions.
NEW QUESTION # 28
What contract type does SAP offer for Al ecosystem partner solutions?
Answer: A,C,D
NEW QUESTION # 29
Which of the following statements accurately describe the RAG process? Note: There are 2 correct ans-wers to this question.
Answer: A,C
Explanation:
Retrieval-Augmented Generation (RAG) is a process that enhances the capabilities of Large Language Models (LLMs) by integrating external knowledge sources into the response generation process.
1. Understanding the RAG Process:
* User Query:The process begins with a user's question or prompt, which serves as the input for the system.
* Retrieval Step:The system uses the user's query to search a knowledge base or a set of documents, retrieving relevant information that can inform the response.
* Integration with LLM:The retrieved content is then combined with the LLM's inherent knowledge and language generation capabilities to produce a comprehensive and contextually relevant response.
2. Benefits of the RAG Process:
* Enhanced Accuracy:By incorporating up-to-date and domain-specific information from external sources, RAG improves the accuracy of AI-generated responses.
* Contextual Relevance:The integration of retrieved data ensures that the responses are more aligned with the specific context of the user's query.
3. Application in SAP's Generative AI Hub:
* Generative AI Hub SDK:SAP provides a Generative AI Hub SDK that facilitates the implementation of RAG by enabling seamless integration of retrieval mechanisms with LLMs.
* Tutorials and Resources:SAP offers tutorials, such as "Retrieval Augmented Generation using generative-ai-hub-sdk and HANA vector search," to guide developers in implementing RAG systems effectively.
NEW QUESTION # 30
What advantage can you gain by leveraging different models from multiple providers through the SAP's generative Al hub?
Answer: C
NEW QUESTION # 31
Match the components of a Retrieval Augmented Generation architecture to the diagram.
Answer:
Explanation:
NEW QUESTION # 32
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