Crate omega_agentdb 

AgentDB wrapper for ExoGenesis Omega Provides ReasoningBank, Reflexion, Causal, and Skill storage

This is an in-memory implementation that mimics AgentDB’s functionality for the ExoGenesis Omega cognitive architecture.

Features

• HNSW index for fast approximate nearest neighbor search
• SIMD-accelerated distance computations
• Self-learning GNN index with adaptive navigation
• RuVector integration for advanced vector operations

RuVector Integration

• ruvector-core: HNSW with SIMD acceleration
• ruvector-gnn: Self-learning graph neural networks
• ruvector-graph: Cypher-like graph queries

Re-exports

pub use gnn_index::GNNConfig;

pub use gnn_index::GNNIndex;

pub use gnn_index::GNNNode;

pub use gnn_index::GNNSearchResult;

pub use gnn_index::GNNStats;

pub use ruvector_integration::GNNLayer;

pub use ruvector_integration::GNNStats as RuVectorGNNStats;

pub use ruvector_integration::GraphEdge;

pub use ruvector_integration::GraphQueryResult;

pub use ruvector_integration::RuVectorConfig;

pub use ruvector_integration::RuVectorError;

pub use ruvector_integration::RuVectorIndex;

pub use ruvector_integration::RuVectorResult;

pub use ruvector_integration::SimdLevel;

pub use ruvector_integration::VectorEntry;

pub use simd_ops::DistanceMetric;

Modules

gnn_index

Self-Learning Graph Neural Network Index

ruvector_integration

RuVector Integration

simd_ops

SIMD-Optimized Vector Operations

Structs

AgentDB

Main AgentDB interface providing vector storage, reflexion, causal, and skill management

AgentDBConfig

Configuration for AgentDB instance

AgentDBStats

Overall database statistics

CausalEdge

Represents a causal relationship between actions and outcomes

ReflexionEpisode

Represents a single reflexion episode capturing agent learning

ReflexionStats

Statistics from reflexion analysis

Skill

Represents a learned skill with semantic embedding

VectorResult

Result of a vector similarity search

Enums

AgentDBError

Error types for AgentDB operations

Type Aliases

Embedding

ReflexionId

SkillId

VectorId