seniorNLP
What is retrieval latency optimization in large-scale RAG systems?
Updated May 17, 2026
Short answer
It reduces retrieval time using indexing, caching, and approximate nearest neighbor search.
Deep explanation
RAG systems must retrieve relevant documents quickly. Optimization includes ANN indexing (HNSW, IVF), query caching, embedding quantization, and distributed vector stores. Latency directly impacts LLM response time.
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