[minimaxir]

If you don't need a vector database, how are you storing the embeddings to compare the query against?

[zcbenz]

You can use any serialization that supports numbers, in the repo I used BSER (a binary format of JSON), you can even use raw JSON but it would be very inefficient for float numbers though.