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Module decay

Module decay 

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Importance Decay Engine for Dakera AI Agent Memory Platform.

Background task that periodically decays memory importance scores based on configurable strategies: Exponential, Linear, or StepFunction.

On every recall hit, importance gets an access boost. Memories below min_importance are auto-deleted.

Structsยง

ActivityHistoryPoint
A single historical data point for the activity timeline graph.
BackgroundMetrics
Shared metrics for background activity tracking.
BackgroundMetricsInner
ConsolidationResultSnapshot
Serializable snapshot of a consolidation result.
DecayEngine
Importance Decay Engine that runs as a background task.
DecayEngineConfig
Configuration loaded from environment variables.
DecayResult
Result of a decay cycle.
DedupResultSnapshot
Serializable snapshot of a dedup result (avoids coupling to autopilot module).