[Bohann]

Great to see a framework tackling the architecture of memory rather than just retrieval. The concept of separating 'Resource Layer' from 'Memory Item Layer' makes a lot of sense for avoiding context pollution in long-running agents.

Practically speaking, how significant is the improvement in retrieval accuracy compared to a standard RAG setup (e.g., vanilla vector search) for nuanced queries? I'd love to understand the 'lift' I could expect before migrating my current stack.