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2 repos for compression · Any agent · DocsClear

C.O.N.T.EX.T is designed to compress complex, multi-domain conversations into machine-optimized "Carry-Packets." These packets achieve a crystallization point of 0.15 entity/token, ensuring that a receiving model can reconstruct the original context with near-perfect fidelity.

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SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

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