2 ms·
current day version - if you got less than 10K - 100K vectors use numpy.dot instead of the vector store databases
by visarga 3y ago
current day version - if you got less than 10K - 100K vectors use numpy.dot instead of the vector store databases
- eigenvalue 3y agoEven if you have a lot more than that you could easily use SQLite with FAISS. It works great.
- bravura 3y agoBingo. This combination is underappreciated.
- eigenvalue 3y agoYes, I’ve used this approach in my Swiss Army Llama project with huge numbers of vectors and it can scale massively. Also it’s free! These vector db as a service companies charge insane prices for this! It really does feel like snake oil to me. https://github.com/Dicklesworthstone/swiss_army_llama https://github.com/Dicklesworthstone/swiss_army_llama
- jbverschoor 3y agoYou can easily add two zeros to that.