Certified RAG, Agents & Automation - Practice Quiz — Quiz in Progress

Q1. Which best captures the key idea of "What is RAG"? ARetrieval-Augmented Generation grounds answers in your own documents instead of model memory BPlan graceful replies for when the bot doesn't understand CRecognise attempts to override instructions DRespect copyright and attribution when using AI output

Q2. Which best captures the key idea of "Why RAG matters"? AProduct Owner owns what; the team owns how; Scrum Master owns the process BVisualise work, limit WIP, measure cycle time — agile beyond sprints CRAG reduces hallucination and lets models answer about private, current data Dul/ol for lists, table for tabular data — never for layout

Q3. Which best captures the key idea of "Chunking documents"? AWrite clear, bias-aware job descriptions BCapture your screen for notes, bug reports, and how-tos CSplit documents into passages sized for retrieval and the context window DDraft fast, polite replies and sort by urgency

Q4. Which best captures the key idea of "Embeddings explained"? Alet/const hold numbers, strings, booleans, arrays and objects BValidate structured output and re-ask on failure CEmbeddings turn text into vectors so similar meanings sit close together DCapture your screen for notes, bug reports, and how-tos

Q5. Which best captures the key idea of "Vector search"? AHave the AI ask you questions until it can solve the task BCopy, move, rename, delete and restore from the recycle bin confidently CFind the chunks most similar to the question using vector similarity DHover states, transitions, shadows and radius turn plain into professional

Q6. Which best captures the key idea of "Prompting with retrieved context"? AConflicts happen when edits collide; resolve by choosing/combining lines BInject retrieved chunks and instruct the model to answer only from them CFollow releases and test new models DValidate on arrival, escape on output — the two golden rules

Q7. Which best captures the key idea of "Citations and trust"? AWeigh control, privacy, and cost trade-offs Bul/ol for lists, table for tabular data — never for layout CChats have roles: the system message sets behaviour, the user asks, and the assistant... DAsk the model to cite which chunk each claim came from

Q8. Which best captures the key idea of "RAG failure modes"? ALook for HTTPS, avoid pirated downloads, and treat pop-ups saying 'you are infected' as... BDefine 'done', review continuously, test before shipping CPoor chunks, bad retrieval, or ignored context cause wrong answers DBuild outlines, clusters, and meta tags aligned to intent