AIBullisharXiv – CS AI · 9h ago6/10
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TokenMizer: Graph-Structured Session Memory for Long-Horizon LLM Context Management
TokenMizer is an open-source proxy system that addresses a critical constraint in LLM deployments: managing long-horizon tasks within finite context windows. By modeling session history as a typed knowledge graph rather than flat text, TokenMizer achieves 50% smaller resume blocks while preserving architectural decisions and task rationale that traditional baselines lose.