alt Hacker NewsI spent a bit of time reading up on the internals and had a question about a small design choice (I am new to DB internals, specifically as they relate to vector DBs).
I notice that in your core vector type (`HVector`), you choose to store the vector data as a `Vec<f64>`. Given what I have seen from most embedding endpoints, they return `f32`s. Is there a particular reason for picking `f64` vs `f32` here? Is the additional precision a way to avoid headaches down the line or is it something I am missing context for?
Really cool project, gonna keep reading the code.
thanks for the question! we chose f64 as a default for now as just to cover all cases and we believed that basic vector operations would not be our bottleneck initially. As we optimize our HNSW implementation, we are going to add support for f32 and binary vectors and drop using Vec<f64/f32> and instead use [f64/f32; {num_dimensions}] to avoid unnecessary heap allocation!