Hillock v0.7: A neuro-symbolic memory engine to replace vector DBs on consumer GPUs (<1.2GB VRAM)
Most local memory/RAG implementations rely on the same recipe: chunk text, throw it into Chroma/pgvector, run cosine similarity, and hope the LLM figures it out. On consumer hardware, that causes two persistent headaches: You burn a lot of compute/VRAM running extraction passes through an LLM. Stan…
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- 2026-09-28 07:22 · r/LocalLLM
Hillock v0.7: A neuro-symbolic memory engine to replace vector DBs on consumer GPUs (<1.2GB VRAM)