valentinus 0.1.1

Proof-of-concept vector db built on top of LMDB
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valentinus

vector db built on top of lmdb

dependencies

  • lmdb-rs - database bindings
  • linfa - machine learning
  • ndarray - numpy equivalent
  • rust-bert - embeddings encoding
  • libtorch 2.1.1 - required by rust-bert
  • see rust-bert/tch-rs

getting started

git clone --recursive https://github.com/kn0sys/valentinus

git submodule --init --update

export LIBTORCH="/home/user/libtorch"
export LD_LIBRARY_PATH="$LIBTORCH/lib"
export LIBTORCH_BYPASS_VERSION_CHECK=1

examples

see examples

reference

inspired by this chromadb python tutorial