RAG
Retrieval-Augmented Generation — grounding model answers in your own documents.
CapabilityKnowledge Base
The 7 layers of a production RAG system
Most RAG projects fail at retrieval, not the model — the layers a demo never has to get right.
#rag#retrieval#architecture
CapabilityKnowledge Base
Two pipelines, or it doesn't scale
Under real load RAG fails at the architecture — separate ingestion from queries, then cache, gate, and isolate.
#rag#production#cost