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What are the common failure modes of RAG systems, and how do you debug them?
原题How do you handle document updates and maintain freshness in a RAG system?
原题How do you optimize RAG for latency in production?
原题What is the role of metadata filtering in RAG systems?
原题Compare RAG vs fine-tuning. When would you use each?
原题Long context windows keep getting cheaper. When should you use retrieval (RAG) vs putting everything in the context window?
原题What is query transformation in RAG (HyDE, query decomposition, step-back prompting)?
原题How do you implement citation and source attribution in RAG?
原题How do you scale a RAG system to millions of documents?
原题What is parent-child chunking, and how does it improve retrieval?
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