Crate chaotic_semantic_memory 

High-performance memory system using Hyperdimensional Computing (HDC) and chaotic echo-state reservoir dynamics.

Re-exports

pub use bridge_retrieval::BridgeRetrieval;

pub use framework::ChaoticSemanticFramework;

pub use framework_builder::FrameworkBuilder;

pub use semantic_bridge::BridgeConfig;

pub use semantic_bridge::BridgeHit;

pub use semantic_bridge::CanonicalConcept;

pub use semantic_bridge::ConceptGraph;

pub use semantic_bridge::MemoryPacket;

pub use semantic_bridge::ScoreBreakdown;

pub use csm_chaos;

pub use csm_traits;

Modules

bridge_retrieval

Bridge retrieval pipeline for semantic expansion.

bundle

Incremental bundle accumulator for streaming/sliding-window memory.

cli

concept_builder

Re-export from csm-memory workspace crate.

embedding

External embedding model bridge for semantic accuracy.

encoder

Text-to-Hypervector Encoding using Hyperdimensional Computing (HDC) principles.

error

Error types for chaotic semantic memory

framework

Main framework integrating all components

framework_builder

Framework builder and configuration

framework_events_ce

CloudEvents event emitter implementation (ADR-0078).

framework_ttl_advanced

Advanced TTL policy and decay curve definitions for ChaoticSemanticFramework.

graph_traversal

Re-export from csm-memory workspace crate.

hyperdim

Hyperdimensional computing primitives

index

index_envelope

Revisioned ANN index snapshot envelope (ADR-0093).

metadata_filter

Re-export from csm-memory workspace crate.

persistence

Persistence layer using libSQL (SQLite/Turso). Auto-migrations, version retention, FK enabled.

prelude

reservoir

Echo State Network for temporal dynamics.

retrieval

Retrieval modules for hybrid search.

semantic_bridge

Semantic Bridge Layer for Zero-Drift Semantic Generalization.

semantic_triples

Semantic Triples Memory Layer

singularity

Re-export from csm-memory workspace crate.

singularity_state

Re-export from csm-memory workspace crate.

Structs

BHVec10240

BundleAccumulator

Incremental bundle accumulator for streaming/sliding-window memory.

Concept

Represents a single memory concept

ConceptBuilder

HVec10240

10240-bit hypervector (80 x 128-bit words)

RetrievalConfig

Configuration for retrieval optimization.

RetrievalStats

Statistics from the last retrieval operation.

Enums

CandidateSource

Source of candidates in reduced-candidate retrieval.

FilterStrategy

Strategy used for filtered retrieval (ADR-0065).

MemoryError

MemoryEvent

MetadataFilter

A predicate for filtering concepts by metadata during similarity search.

Functions

batch_cosine_similarity

Batch similarity computation tuned for cache locality and Rayon overhead.

Type Aliases

Result