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Tsinghua University and CUHK researchers open-source AKV, a serving system for KV cache engineering in LLM agents. Across 3 models and 4 agent benchmarks, average cost falls 27.7% and average task score rises 1.7 points. The code uses Apache-2.0 licensing and builds on SGLang.
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