There is a caveat here: Typesense only stores the indices in-memory. The raw data is still stored on disk, and depending on the shape of your data, an inverted index does not grow linearly beyond a point (unless you index many unique terms). We also employ various compression techniques. So, I will recommend that you try indexing 10% of your data to see what the actual memory footprint is. I'll also be curious to know.