Seven architectural decisions that separate a demo RAG system from one that actually works in production — chunking, embedding, retrieval, reranking, and abstention.
RAG Architecture in Production: The Decisions That Actually Determine Quality
Seven architectural decisions that separate a demo RAG system from one that actually works in production — chunking, embedding, retrieval, reranking, and abstention.
A caching bug that broke about 1 in 4 page loads, answers that sound surer than they are, and an emergency check that must fire for some sentences and
SLayer Text to SQL fails quietly. The model guesses a join, invents a revenue definition,...
An anonymous poll, a debate about multimodal testing, and some uncomfortable questions about who...