I Designed a RAG Variant for Multi-Agent Simulations. Here's the Design and the Honest Tradeoffs.

Standard RAG is great for static knowledge bases. Embed documents, embed a query, return top-k by cosine similarity. That works. But put RAG inside a running civilization where 40 citizens have memori...