Optimizing Memory in Resource-Constrained AI

TokenWorth, a lightweight online memory framework, has been developed to enhance the performance of long-term agents under resource constraints. It learns which past experiences are worth retaining and reusing, leading to higher task success rates and reduced token usage. This framework has demonstrated the highest task success rate in three long-term agent benchmark environments and local and API-based deployments.

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