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Supermemory
State-of-the-art AI agent memory system using ASMR technique that achieved ~99% accuracy on LongMemEval benchmark with multi-agent orchestrated pipeline.
ASMR Technique
Agentic Search and Memory Retrieval technique by Supermemory using parallel reader agents and search agents that achieved ~99% accuracy on LongMemEval benchmark.
Hindsight
Most accurate agent memory system achieving 91.4% on LongMemEval with four parallel retrieval strategies and four distinct memory networks for world knowledge, experience, and opinions.
LongMemEval
Comprehensive benchmark for evaluating long-term memory in chat assistants with 500 manual questions testing information extraction, multi-session reasoning, and temporal reasoning across 115K-1.5M tokens.
Temporal Knowledge Graph
Knowledge graph architecture where facts have validity windows showing when they became true and were superseded. Core component of Zep AI's Graphiti and other agent memory systems.
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