Module memory 

Memory System for LLM Context Management

A medium-complexity memory system that provides:

• Hierarchical memory storage (working → session → long-term)
• Smart compression based on age and importance
• Multi-modal retrieval (similarity, temporal, causal)
• Automatic memory consolidation

Re-exports

pub use crate::memory::compression::ConsolidationResult;

pub use crate::memory::compression::FactType;

pub use crate::memory::compression::SemanticConsolidator;

pub use crate::memory::compression::SemanticFact;

pub use crate::memory::facts::FactQueryResponse;

pub use crate::memory::facts::FactStats;

pub use crate::memory::facts::SemanticFactStore;

pub use crate::memory::feedback::apply_context_pattern_signals;

pub use crate::memory::feedback::calculate_entity_flow;

pub use crate::memory::feedback::calculate_entity_overlap;

pub use crate::memory::feedback::detect_negative_keywords;

pub use crate::memory::feedback::extract_entities_simple;

pub use crate::memory::feedback::process_implicit_feedback;

pub use crate::memory::feedback::process_implicit_feedback_with_semantics;

pub use crate::memory::feedback::signal_from_entity_flow;

pub use crate::memory::feedback::ContextFingerprint;

pub use crate::memory::feedback::FeedbackMomentum;

pub use crate::memory::feedback::FeedbackStore;

pub use crate::memory::feedback::FeedbackStoreStats;

pub use crate::memory::feedback::PendingFeedback;

pub use crate::memory::feedback::PreviousContext;

pub use crate::memory::feedback::SignalRecord;

pub use crate::memory::feedback::SignalTrigger;

pub use crate::memory::feedback::SurfacedMemoryInfo;

pub use crate::memory::feedback::Trend;

pub use crate::memory::files::FileMemoryStats;

pub use crate::memory::files::FileMemoryStore;

pub use crate::memory::files::IndexingResult;

pub use crate::memory::graph_retrieval::calculate_density_weights;

pub use crate::memory::graph_retrieval::spreading_activation_retrieve;

pub use crate::memory::graph_retrieval::ActivatedMemory;

pub use crate::memory::hybrid_search::BM25Index;

pub use crate::memory::hybrid_search::CrossEncoderReranker;

pub use crate::memory::hybrid_search::HybridSearchConfig;

pub use crate::memory::hybrid_search::HybridSearchEngine;

pub use crate::memory::hybrid_search::HybridSearchResult;

pub use crate::memory::hybrid_search::RRFusion;

pub use crate::memory::introspection::AssociationChange;

pub use crate::memory::introspection::ConsolidationEvent;

pub use crate::memory::introspection::ConsolidationEventBuffer;

pub use crate::memory::introspection::ConsolidationReport;

pub use crate::memory::introspection::ConsolidationStats;

pub use crate::memory::introspection::EdgeFormationReason;

pub use crate::memory::introspection::FactChange;

pub use crate::memory::introspection::InterferenceEvent;

pub use crate::memory::introspection::InterferenceType;

pub use crate::memory::introspection::MemoryChange;

pub use crate::memory::introspection::PruningReason;

pub use crate::memory::introspection::ReplayEvent;

pub use crate::memory::introspection::ReportPeriod;

pub use crate::memory::introspection::StrengtheningReason;

pub use crate::memory::learning_history::LearningEventType;

pub use crate::memory::learning_history::LearningHistoryStore;

pub use crate::memory::learning_history::LearningStats;

pub use crate::memory::learning_history::LearningVelocity;

pub use crate::memory::learning_history::StoredLearningEvent;

pub use crate::memory::lineage::CausalRelation;

pub use crate::memory::lineage::InferenceConfig;

pub use crate::memory::lineage::LineageBranch;

pub use crate::memory::lineage::LineageEdge;

pub use crate::memory::lineage::LineageGraph;

pub use crate::memory::lineage::LineageSource;

pub use crate::memory::lineage::LineageStats;

pub use crate::memory::lineage::LineageTrace;

pub use crate::memory::lineage::PostMortem;

pub use crate::memory::lineage::TraceDirection;

pub use crate::memory::prospective::ProspectiveStore;

pub use crate::memory::replay::InterferenceCheckResult;

pub use crate::memory::replay::InterferenceDetector;

pub use crate::memory::replay::InterferenceRecord;

pub use crate::memory::replay::ReplayCandidate;

pub use crate::memory::replay::ReplayCycleResult;

pub use crate::memory::replay::ReplayManager;

pub use crate::memory::retrieval::AnticipatoryPrefetch;

pub use crate::memory::retrieval::IndexHealth;

pub use crate::memory::retrieval::MemoryGraphStats;

pub use crate::memory::retrieval::PrefetchContext;

pub use crate::memory::retrieval::PrefetchReason;

pub use crate::memory::retrieval::PrefetchResult;

pub use crate::memory::retrieval::ReinforcementStats;

pub use crate::memory::retrieval::RetrievalFeedback;

pub use crate::memory::retrieval::RetrievalOutcome;

pub use crate::memory::retrieval::TrackedRetrieval;

pub use crate::memory::segmentation::AtomicMemory;

pub use crate::memory::segmentation::DeduplicationEngine;

pub use crate::memory::segmentation::DeduplicationResult;

pub use crate::memory::segmentation::InputSource;

pub use crate::memory::segmentation::SegmentationEngine;

pub use crate::memory::sessions::Session;

pub use crate::memory::sessions::SessionEvent;

pub use crate::memory::sessions::SessionId;

pub use crate::memory::sessions::SessionStats;

pub use crate::memory::sessions::SessionStatus;

pub use crate::memory::sessions::SessionStore;

pub use crate::memory::sessions::SessionStoreStats;

pub use crate::memory::sessions::SessionSummary;

pub use crate::memory::sessions::TemporalContext;

pub use crate::memory::sessions::TimeOfDay;

pub use crate::memory::temporal_facts::EventType;

pub use crate::memory::temporal_facts::ResolvedTime;

pub use crate::memory::temporal_facts::TemporalFact;

pub use crate::memory::temporal_facts::TemporalFactStore;

pub use crate::memory::todos::ProjectStats;

pub use crate::memory::todos::TodoStore;

pub use crate::memory::todos::UserTodoStats;

pub use crate::memory::visualization::GraphStats;

pub use crate::memory::visualization::MemoryLogger;

pub use crate::memory::types::*;

Modules

compression

Compression pipeline for memory optimization

context

Context Management - Building and merging rich contexts

facts

Semantic Fact Storage

feedback

Implicit Feedback System for Memory Reinforcement

files

File Memory Storage for Codebase Integration

graph_retrieval

Graph-Aware Retrieval using Spreading Activation

hybrid_search

Hybrid Search Pipeline (BM25 + Vector + Cognitive)

injection

Proactive Context Injection System

introspection

Memory Consolidation Introspection

learning_history

Learning History Storage

lineage

Decision Lineage Graph - Causal Memory System (SHO-118)

pattern_detection

Pattern-Triggered Replay Detection (PIPE-2)

prospective

Prospective Memory - Future intentions and reminders (SHO-116)

query_parser

Linguistic Query Parser

replay

Memory Replay and Interference Module (SHO-105, SHO-106)

retrieval

Production-grade retrieval engine for memory search Integrated with Vamana graph-based ANN and MiniLM embeddings

segmentation

Hebbian-Friendly Segmentation Engine

sessions

Session Tracking Module

storage

Storage backend for the memory system

temporal_facts

Temporal Fact Extraction and Storage

todo_formatter

Linear-style CLI formatting for todos

todos

GTD-style Todo Management (Linear-inspired)

types

Type definitions for the memory system

visualization

Memory System Visualization using Petgraph Creates a real-time graph of memory connections like a neural network

Structs

MemoryConfig

Configuration for the memory system

MemorySystem

Main memory system