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Notes on the systems I build: agent memory, retrieval, knowledge graphs, and what it takes to run this stuff in production.

July 20266 min read

Building an agent memory that makes analogies

Most agent memory retrieves what is similar. I wanted one that could also retrieve what is analogous: structurally alike but on the surface different. How a 2001 Hofstadter essay turned into a retrieval mechanism.

AI AgentsMemoryKnowledge GraphsHofstadter

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