engramma-ai/engramma-memory

A composable memory engine for AI agents. Unlike vector databases that only retrieve, Engramma natively composes, generalizes, and adapts powered by a hybrid architecture combining exact kNN, Hopfield energy networks, and multi-head attention. One pip install. Zero dependencies beyond NumPy. Production-ready with Engramma Cloud.

1 best points · 0 comments · 1 Hacker News post · 1 GitHub stars · View on GitHub

Hacker News discussions

• Show HN: Engramma Memory – Composable memory for AI agents(multi-head attention) (1 points, 0 comments, by riscoss, 2026-07-08)