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Jun 26, 2026
Jun 26, 2026
A New Agentic-Memory Framework Uses 118K Tokens Per Query -- LangMem Burns 3.26M
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Latest Pulse
Jun 26, 2026
A New Agentic-Memory Framework Uses 118K Tokens Per Query -- LangMem Burns 3.26M
A new agentic-memory framework reportedly answers queries using about 118,000 tokens, versus roughly 3.26 million for the widely used LangMem approach -- a nearly 28x reduction in token consumption. As AI agents proliferate, how efficiently they remember and retrieve context is becoming a decisive driver of cost, latency and viability.
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No Value Add Pulse story covers LangMem yet. This profile is built from filings, registries and sourced research — every figure above carries its date and source.
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