Dev Tools · 20h ago
Bayesian Search Cuts RAG Latency 40% While Boosting Recall to 95%
A team rebuilt their RAG retrieval pipeline using adaptive chunking and Bayesian search optimization. They achieved 95% recall@10 while reducing latency by 40% compared to fixed 512-token chunks. The approach respects document structure and tunes retrieval parameters per query type.
Meridian48 take
The 40% latency cut is impressive, but the real win is the systematic tuning framework that replaces guesswork with measurable optimization.
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Optimizing RAG at Scale: Chunking, Retrieval, and the Bayesian Search That Cut Latency 40% →
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ragretrieval-augmented-generation