valentinus 0.1.2

Proof-of-concept vector db built with LMDB bindings
Documentation 
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![alt text](logo.png) 

# valentinus 

proo-of-concept vector db built with lmdb bindings

### 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](https://github.com/guillaume-be/rust-bert)

### getting started

```bash
git clone https://github.com/kn0sys/valentinus
```

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

### examples

see [examples](./examples/embeddings.md)

### reference

[inspired by this chromadb python tutorial](https://realpython.com/chromadb-vector-database/#what-is-a-vector-database)