Phase 22 · Interview Preparation
TechnicalRAG & Vector Database Design
Part of the AI Engineer Roadmap.
Summary
A frequent deep-dive topic given how common RAG systems are in production — expect questions on chunking strategy, retrieval quality, and scaling a vector index.
How to Learn This
- 1Be ready to walk through your own RAG project's design decisions in detail.
- 2Practice explaining chunking, hybrid search and reranking trade-offs clearly.
- 3Prepare an answer for 'how would you evaluate whether your RAG system is actually good.'
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