Dev Tools · 21h 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 support documents. The new approach cut end-to-end latency by 40% through optimized embedding and vector search.
Meridian48 take
The 40% latency reduction is impressive, but the real value is the systematic framework for tuning chunking and retrieval—something most RAG deployments skip.
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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