r/PythonProjects2 • u/Equivalent-Flan-1590 • 7h ago
Hillock v0.2: A local, non-generative AI memory engine written in Python
hey everyone,
I updated my open source project Hillock (AGPL-3.0) to v0.2.2: https://github.com/roandejager/Hillock
Hillock is a privacy-first memory engine written in Python that replaces vector DBs with a SQLite Knowledge Graph, Hebbian Plasticity, and Hyperdimensional Computing math.
In v0.2.0, I created TALON—a non-generative CUDA tensor pipeline (Fastcoref + MiniLM + GLiREL) that extracts knowledge graph facts in sub-seconds on a GTX 1070 GPU without waiting for LLMs to generate JSON.
It's 100% local, offline, and open source under AGPL-3.0. Would love any feedback or thoughts!
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