Module simple_consolidation 

Simple Memory Consolidation Engine

This module implements the simplified consolidation formulas from Story 2:

• P(recall) = r × exp(-g × t / (1 + n)) × cos_similarity
• Consolidation update: gn = gn-1 + (1 - e^-t)/(1 + e^-t)

This is intentionally simpler than the complex cognitive consolidation implementation and focuses on fast, efficient batch processing.

Structs

ConsolidationBatchResult

Result of batch consolidation processing

ConsolidationProcessor

Background consolidation processor for efficient batch processing

SimpleConsolidationConfig

Configuration for simple consolidation engine

SimpleConsolidationEngine

Simple consolidation engine for fast batch processing

SimpleConsolidationResult

Result of simple consolidation calculation