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Consolidation

devlux76 edited this page Mar 14, 2026 · 1 revision

Consolidation (Daydreamer)

This page covers background consolidation and maintenance mechanisms.

Daydreamer Responsibilities

  • Long-term potentiation (LTP): strengthen important connections.
  • Long-term depression (LTD): decay and prune weak edges.
  • Medoid/centroid recomputation: keep prototypes coherent as the graph evolves.
  • Experience replay: rehearse recent data in background when idle.

Stability & Throttling

The Daydreamer is designed to run opportunistically without blocking foreground query performance. Its work is throttled and batch-sized according to the current memory graph complexity.

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