ai-memory-layer

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callosium / callosium

One shared memory for every AI you use, in plain Markdown files you own.

knowledgebase knowledge-base knowledge-distillation knowledge-management ai-memory ai-memory-system ai-memory-vault ai-memory-layer ai-memory-management

Updated Aug 4, 2026
TypeScript

munch2u-a11y / Cognitive-Spatial-Memory

Star

Spatial Memory replaces standard cosine-similarity RAG with physics-inspired 8D manifold where memories and beliefs have: Mass — derived from confidence and affective encoding ; Temperature — recency heat that cools over time (Lorentzian decay); and Gravity — `F = T × m / d²` — hot, massive, nearby concepts pull attention

memory-management ai-agent ai-memory ai-memory-system non-rag agentic-memory-architecture gravitational-memory ai-memory-layer agentic-memory-system multi-metric-memory