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Attemory is an open-source local memory retrieval engine that uses attention-based retrieval over KV cache instead of traditional embedding or BM25 methods, achieving state-of-the-art results on LongMemEval, LoCoMo, and code search benchmarks.
AEyeDE is an attention-based attribution framework that uses a proxy Transformer model to extract attention maps from text and trains a lightweight CNN to distinguish human-written from AI-generated text, outperforming text-only baselines and showing robustness across settings.