Retrieval-augmented generationRapid Fire
RAG Fundamentals 1
Practise the retrieval decisions that affect the relevance, cost and quality of a RAG answer.
Unlock with Full AccessThe round
Seven short-answer questions follow a RAG system from document preparation to answer evaluation. Explain how chunk size, retrieval depth and reranking change the context the model receives. The round also covers the representations and similarity comparisons used to find relevant material.
What you'll practise
Preparing and finding context
Connect document chunks and embeddings to the information returned for a query.
Retrieval trade-offs
Explain what changes when the system retrieves more candidates or adds a ranking stage.
Evaluating the pipeline
Distinguish evidence about retrieval from evidence about the answer built from it.
RAG fundamentals
Answer seven questions
Get feedback on each answer when you finish the round.
All questions and feedback are included with Full Access.