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OSS2026-08-18 · source-backed
memoket/memoket-kite, created Aug 12, is an Apache-2.0 agent memory engine that drops embeddings, vector DBs, and rerankers entirely for a topic-indexed single file. README reports 93.51% on LoCoMo and 85.60% on LongMemEval-S using gpt-4.1-mini across all stages, average reader context ~1.6K tokens per question. The pitch is determinism and receipts: a question compiles into a readable plan naming who said what and when, and returns empty when the answer was never stated instead of handing back a nearest match. Single-source benchmark claims, but the "return empty" behavior is the right design.
Each link below shares sources, entities, or timing with this story.
mem0 benchmarked against LoCoMo / Shared entities / Same source domain / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (mem0 benchmarked against LoCoMo); both cover LoCoMo, LongMemEval; reported by the same outlet (github.com).
EverMemOS benchmarked against LoCoMo / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (EverMemOS benchmarked against LoCoMo); both cover LoCoMo, LongMemEval; overlapping topics (agent, benchmark, context, locomo).
mempalace benchmarked against LoCoMo / Shared entity: LoCoMo / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (mempalace benchmarked against LoCoMo); both cover LoCoMo; reported by the same outlet (github.com).
NapMem benchmarked against LoCoMo / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (NapMem benchmarked against LoCoMo); both cover LoCoMo, LongMemEval; overlapping topics (agent, context).
mem0 benchmarked against LoCoMo / Shared entity: LoCoMo / Earlier coverage / Tension
Linked by a graph relationship (mem0 benchmarked against LoCoMo); both cover LoCoMo; earlier LoCoMo coverage from 2026-08-14.
graphify benchmarked against LoCoMo / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (graphify benchmarked against LoCoMo); both cover LoCoMo, LongMemEval; reported by the same outlet (github.com).
OpenViking benchmarked against LoCoMo / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (OpenViking benchmarked against LoCoMo); both cover Apache, LoCoMo; reported by the same outlet (github.com).
mempalace benchmarked against LoCoMo / Shared entity: LongMemEval / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (mempalace benchmarked against LoCoMo); both cover LongMemEval; reported by the same outlet (github.com).