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by silentsvn 99 days ago
Interesting approach with the hierarchy. I went the opposite direction with engram-mcp — flat structure, 5 tools, semantic search via Ollama (nomic-embed-text) with keyword fallback when Ollama isn't running. SQLite-backed. The bet is that most agents don't need tiered recall, they just need "find the thing I said about X." npx -y @cartisien/engram-mcp if you want to try it.

Curious how the L0/L1 hierarchy plays out in practice - do agents actually use the deeper levels?