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Prompt, Context, Loop: The Three Engineering Layers Every RAG System Is Built On

Prompt, Context, Loop: The Three Engineering Layers Every RAG System Is Built On

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 (when the next call fires and when it stops). Knowing which layer you are standing on is half of building and debugging RAG

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Tagged with

#RAG
#Prompt
#Context
#Loop
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#Call (LLM)
#Towards Data Science
#System Architecture
#Natural Language Processing
#AI
#Large Language Models
#Data Science
#Layered Architecture
#Retrieval Augmented Generation
#Model Calls