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Compression
Memory Folding Visualization
How Vector Folding Works
DNA-Like Compression
eCyrus uses a revolutionary memory system inspired by DNA folding. Similar vectors are "folded" together, storing only the delta (difference) from a parent vector. This allows infinite memory with constant storage.
4-Layer Architecture
L1 Hot Cache: Recent conversations (session memory)
L2 Warm: User preferences and patterns
L3 Cold: Long-term knowledge storage
L4 Vector: Semantic embeddings for RAG retrieval
Automatic Learning
Every conversation exchange is automatically vectorized and stored. Similar memories fold together, while the system extracts key concepts for faster retrieval.