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[Day 39/100] Teaching an AI Agent to Forget: Memory Compression and Decay

 Towards AI

Recency-weighted retrieval, thread archiving, memory consolidation, and four forgetting policies you can audit, built on Postgres and… Continue reading on Towards AI

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The Library That Thinks in Meaning: A Deep Dive into Vector Databases

 Towards AI

Part 7 of the Production RAG Series — Why Traditional Databases Crumble Under Vectors, How Vector DBs Actually Store Your Data, and the IVF Index That Makes Search Possible. Hey friends! Welcome back ...

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Two Home PCs, One 125B Model: Splitting Strata’s Layers Over Gigabit Ethernet

 Towards AI

A second PC on a plain network cable made a 4-bit model that did not fit in RAM 87% faster at the same quality. Long prompts got slower, and where one PC was already enough, the second added only pow...

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