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IBM watsonx Generative AI Engineer - Associate Sample Questions (Q379-Q384):

NEW QUESTION # 379
You are designing a generative AI model to generate detailed technical

• A. Stop Sequence = None, Max Tokens = 700
• B. Stop Sequence = '<END>', Max Tokens = 100
• C. Stop Sequence = 'END', Max Tokens = 500
• D. Max Tokens = 500: This provides enough space for a detailed technical

Answer: C

 

NEW QUESTION # 380
You are tasked with building a question-answering system using IBM WatsonX's LLM integrated with LangChain. The system needs to retrieve relevant documents from a corpus of research papers and generate accurate, contextually aware responses.
Which of the following steps is most critical when implementing a RAG pattern in this environment?

• A. Setting up the vector database to store embeddings of the research papers for semantic search.
• B. Configuring LangChain to use WatsonX's LLM for exact keyword matching during document retrieval.
• C. Fine-tuning WatsonX's LLM on the research papers before enabling retrieval through LangChain.
• D. Using WatsonX LLM to pre-process the research papers before storing them in LangChain's memory.

Answer: A

 

NEW QUESTION # 381
You are working with a healthcare provider to deploy a generative AI model that assists in diagnosing patient conditions based on medical history and symptoms. The healthcare provider is concerned about ethical use, bias, and compliance with health data regulations such as HIPAA.
Which governance approach is the most critical to ensure both compliance and ethical AI deployment?

• A. Ensure data encryption during model inference to protect patient information from unauthorized access.
• B. Use a cloud-based infrastructure with HIPAA certification to deploy the model, ensuring compliance with healthcare regulations.
• C. Apply a federated learning approach to train the model without directly accessing the healthcare provider's patient data.
• D. Implement a bias detection framework to identify and mitigate any biases present in the model's outputs.

Answer: D

 

NEW QUESTION # 382
You are optimizing a generative AI model that writes product descriptions. The cost of using the model is directly related to the number of tokens generated. To minimize token usage, you decide to introduce a stop sequence in your prompt that signals the model to end its generation early when the description reaches a certain length. Given the following prompt:
"Write a product description for [Product Name]. The description should include the main features and benefits of the product in no more than 50 words." Which of the following stop sequences would be most effective in ensuring the generation is concise and does not exceed the desired word limit?

• A. End of description."
• B. "###END###"
• C. ."
• D. "
• E. "
• F. "
• G. ---"

Answer: B

 

NEW QUESTION # 383
Your team is tasked with enhancing a document search engine using IBM watsonx Discovery. The search engine will be used to help employees quickly find relevant internal documentation, such as policy guides, project specifications, and technical manuals. You have decided to use Retrieval-Augmented Generation (RAG) to enhance this search engine's performance. The current focus is on selecting the best retriever for the task and setting up a vector database to store document embeddings.
Which of the following retriever types is most suitable for this RAG-based search engine setup, considering the diverse and unstructured nature of the documents, and why?

• A. Rule-based retriever using manually crafted rules to find documents based on predefined logic.
• B. Hybrid retriever that combines sparse retrieval methods with dense embeddings stored in a flat-file system.
• C. Sparse retriever with BM25 ranking in combination with a traditional relational database.
• D. Sparse retriever with BM25 ranking in combination with a traditional relational database.

Answer: D

 

NEW QUESTION # 384
......

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