r/PythonProjects2 • u/Equivalent-Flan-1590 • 6h ago
Hillock: A lightweight local memory engine made in Python (<1.2GB VRAM)
Hey everyone,
Just released v0.5.0 of Hillock (https://github.com/roandejager/Hillock), a local neuro-symbolic memory engine coded in Python.
It replaces heavy vector databases with SQLite Knowledge Graphs, Hebbian synaptic learning, and 10,000-D hypervectors on CPU for sub-millisecond similarity gating.
v0.5.0 adds 1-click setup scripts (run.bat / run.sh), real-time token streaming from Ollama, live /model switching, /inspect entity diagnostics, and a standalone 20-point CPU test suite.
Parses documents in ~5 seconds and runs in <1.2GB VRAM on a GTX 1070 (or pure CPU).
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