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Module autopilot

Module autopilot 

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Auto-Pilot Knowledge Management for Dakera AI Agent Memory Platform.

Background tasks that automatically deduplicate and consolidate memories to keep the memory space clean and efficient.

  • Auto-dedup (every N hours): finds near-duplicate memories above a similarity threshold and keeps the one with the highest retention score.
  • Auto-consolidation (every N hours): merges clusters of 3+ low-importance memories sharing 2+ tags into single Semantic memories.

Structsยง

AutoPilotConfig
Configuration for the auto-pilot background tasks.
AutoPilotEngine
Auto-Pilot engine that runs deduplication and consolidation as background tasks.
ConsolidationResult
Result of a consolidation cycle.
DedupResult
Result of a deduplication cycle.