Every production RAG application is built around three core engineering layers: the single LLM call prompt, context window optimization, and the execution loop. Understanding how these layers interact helps prevent compounded errors in document intelligence. #RAG #LLM #AIEngineering
Prompt, Context, Loop: The Three Engineering Layers Every RAG System Is Built On | Towards Data Science
Enterprise Document Intelligence [Vol.1 #M2] - Every RAG system is built in three engineering layers stacked on one LLM call: prompt (the call itself), context (what fills the model’s window), loop (w...
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