OP here. I built this because I was tired of paying $2,400/mo for vector storage just to have my agents hallucinate. The repository includes the full mathematical proof (Wasserstein-optimal memory) in the /papers directory. I am looking for someone to roast my compression algorithm—currently achieving 35x efficiency. Code is MIT licensed.