4 projects
vstash
Local document memory with instant semantic search. Drop any file. Ask anything. Get an answer in under a second.
snapvec
Fast compressed ANN search via randomized Hadamard transform and optimal Gaussian scalar quantization. NumPy + Cython compiled kernels.
merken
Agent-loop layer for persistent memory, built on top of vstash.
hadamax
Fast compressed ANN search via randomized Hadamard transform and optimal Gaussian scalar quantization. Pure NumPy, no heavy dependencies.
