How Alma's Memory Makes AI Actually Useful

2026-04-04 · Alma Team

The 3-layer memory architecture, Soul Engine, context assembly, and knowledge graph that transform AI.

Alma organizes knowledge into memories (discrete facts), episodes (narrative summaries), and procedures (behavioral patterns). Context assembly searches all three layers, scores by relevance/importance/confidence/recency/frequency, and builds the system prompt in under 100ms. The knowledge graph adds entity relationships without LLM cost.

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