Dev Tools · 8h ago
Bayesian Search Cuts RAG Latency 40% in Production Pipeline
A team rebuilt a RAG retrieval pipeline using adaptive chunking and Bayesian search, achieving 95% recall@10. They replaced fixed 512-token chunks with structure-aware strategies for legal, API, and customer ticket data. The new pipeline cut latency by 40% through optimized retrieval and embedding.
Meridian48 take
The 40% latency reduction is impressive, but the real win is the systematic approach to chunking—most RAG deployments still use one-size-fits-all defaults.
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Optimizing RAG at Scale: Chunking, Retrieval, and the Bayesian Search That Cut Latency 40% →
DEV Community
raglatency-optimization