I'm developing a .Net C# database engine, that includes a vector index for semantic searches.

This weekend I made a first attempt at implementing the new TurboQuant from Google: https://research.google/blog/turboquant-redefining-ai-effici...

Here is a link to test it: https://turboquant.relatude.com/

The memory usage is about 3x less compared to a simple array of floats. There are links to the source code.

Any thoughts or feedback is welcome!