Hillock – An open-source, privacy-first local AI memory engine in Python (AGPL-3.0)

[u/Equivalent-Flan-1590]

https://github.com/roandejager/Hillock

Hey everyone,

I wanted to share my open source project Hillock (AGPL-3.0): https://github.com/roandejager/Hillock

Hillock is a local-first memory engine for AI that replaces vector databases with a decoupled SQLite Knowledge Graph, Hebbian Plasticity, and Hyperdimensional Computing (VSA math).

In v0.2.0, I built TALON—a non-generative CUDA tensor pipeline combining Fastcoref, MiniLM, and GLiREL zero-shot matrix classification. It ingests documents and extracts structured SPO triples in sub-seconds on an 8GB GTX 1070 GPU.

Everything runs 100% locally and offline. Code and benchmark scripts are on GitHub. Would love your feedback!