Struct SimpleConsolidationEngine 

pub struct SimpleConsolidationEngine { /* private fields */ }

Simple consolidation engine for fast batch processing

Implementations

impl SimpleConsolidationEngine

pub fn new(config: SimpleConsolidationConfig) -> Self

pub fn calculate_recall_probability( &self, memory: &Memory, cos_similarity: Option<f64>, ) -> Result<f64>

Calculate recall probability using Story 2 formula: P(recall) = r × exp(-g × t / (1 + n)) × cos_similarity

pub fn update_consolidation_strength( &self, current_strength: f64, time_since_access_hours: f64, ) -> Result<f64>

Update consolidation strength using Story 2 formula: gn = gn-1 + (1 - e^-t)/(1 + e^-t)

pub fn process_memory_consolidation( &self, memory: &Memory, cos_similarity: Option<f64>, ) -> Result<SimpleConsolidationResult>

Process consolidation for a single memory

pub fn process_batch_consolidation( &self, memories: &[Memory], similarities: Option<&[f64]>, ) -> Result<Vec<SimpleConsolidationResult>>

Process consolidation for a batch of memories Target: Process 1000 memories in < 1 second

pub fn calculate_cosine_similarity( &self, vec1: &Vector, vec2: &Vector, ) -> Result<f64>

Calculate cosine similarity between two vectors (helper function)

pub fn get_migration_candidates( &self, memories: &[Memory], ) -> Result<Vec<(usize, MemoryTier)>>

Get migration candidates based on recall probability threshold