RAG
29 practice items · needed by 4 roles
Easy 7Medium 14Hard 8
Practice questions
- What retrieval-augmented generation addseasy
- RAG misses exact part numbersmedium
- Filtered vector search returns too fewhard
- What RAG doeseasy
- What a vector database doeseasy
- Choosing a chunking strategymedium
- Knowledge that changes every daymedium
- Embeddings miss exact product codesmedium
- Adding a rerankermedium
- Counting chunks with overlapmedium
- Keeping tenants apart in RAGmedium
- Stuffing 100 chunks into the prompthard
- Budgeting the context windowhard
- How many results to rerankhard
- What a vector database doeseasy
- Switching embedding models in RAGmedium
- Retrieval got worse as the index grewhard
- Questions about last weekeasy
- What RAG meanseasy
- What embeddings are foreasy
- Choosing a chunk sizemedium
- Search misses product codesmedium
- Right chunk at rank 15medium
- Answers beyond the documentsmedium
- Checkable citationsmedium
- Facts buried mid-contextmedium
- Follow-up questions fail in RAGhard
- Where is the RAG bug?hard
- Fresh facts plus a fixed stylehard