Design Applications Questions
Practice questions for Design Applications topic in Databricks Certified Generative AI Engineer Associate. 28 questions covering this domain.
A customer support chatbot consistently hallucinates product specifications. The team maintains a well-structured product catalog Delta table. Which d...
An LLM application must: (1) retrieve relevant documents, (2) summarize each document, and (3) generate a consolidated final answer. Which architectur...
What is Retrieval Augmented Generation (RAG)?
An ML team is choosing between fine-tuning a foundation model and building a RAG solution to improve an LLM's responses about specialized medical term...
An enterprise needs an LLM to answer questions about its large, frequently updated internal knowledge base. Which approach is most appropriate?
Which components are essential in a standard RAG pipeline?
A team is building an application that must answer general questions via web search, query an internal SQL database for sales data, and summarize docu...
What is a "system prompt" in the context of an LLM-powered chat application?
What does "prompt engineering" refer to in the context of LLM-powered applications?
A team is building a customer service bot that must answer questions about product warranties. The warranty terms change every quarter. The team wants...
Which Databricks tool allows engineers to interactively test and compare different large language models directly within the Databricks workspace befo...
An ML team has a working RAG chatbot grounded on an internal knowledge base. Users frequently ask follow-up questions like "What about the pricing for...
An engineering team is building an application that: (1) receives a user question, (2) decides whether to answer from a product catalog, an HR policy ...
A generative AI engineer is deciding between zero-shot prompting, few-shot prompting, and fine-tuning for a task that involves classifying short custo...
Which Databricks capability standardizes how agents connect to data sources and tools through a secure, consistent interface?
An HR assistant must answer policy questions from a knowledge base and also submit leave requests through an HR API when the user asks to take action....
A product team wants a no-code place to prototype an agent, try different tool integrations, and compare behavior before generating Python code. Which...
A company is building an assistant with one specialist for billing disputes and another for troubleshooting product failures. User questions should be...
A team is building a batch workflow that converts free-form support notes into a fixed schema of fields for downstream analytics. According to Databri...
A business analyst wants to build a domain-specific chatbot with an intuitive interface instead of authoring an agent directly in Python. Which Databr...
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