Engineering
RAG vs Persistent Memory: Choosing the Right Approach
A technical comparison of Retrieval Augmented Generation and persistent memory systems—when to use each, and when to use both.
Promitheus Team·January 12, 2026·5 min read
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A technical comparison of Retrieval Augmented Generation and persistent memory systems—when to use each, and when to use both.
Hard-won lessons from scaling relational AI infrastructure—memory storage architecture, retrieval latency, personality consistency, and cost optimization.