Crate exo_manifold 

Learned Manifold Engine for EXO-AI Cognitive Substrate

This crate implements a simplified manifold storage system. The burn dependency has been removed to avoid bincode version conflicts.

Key Concepts

• Retrieval: Vector similarity search
• Storage: Pattern storage with embeddings
• Forgetting: Strategic pattern pruning

Architecture

Query → Vector Search → Nearest Patterns
           ↓
     Pattern Storage
     (Vec-based)
           ↓
     Similarity Scores

Structs

GradientDescentRetriever

LearnedManifold

ManifoldDeformer

ManifoldEngine

Simplified manifold storage using vector similarity

StrategicForgetting