All interview questions
FDEFoundations
Explain RAG to a non-technical operations manager in under a minute.
Think first
An analogy, what it means for them, and its limits.
Strong answer
"Think of it as an assistant that, before answering, looks up the relevant pages in your own manuals and then answers using only those pages, showing you which ones. That means answers reflect your procedures, not the internet, and your team can check the source. Its limits: if the manual is out of date or missing, the answer will be too, so keeping documents current matters more than anything we do in the software."
Weak-answer indicators
- Mentions embeddings or vectors
- Over a minute
- No limits stated
Likely follow-up questions
- How would you explain an AI agent to the same person?
Related learning
📖 Related tutorial