Real Time Deep Learning Vector Similarity Search
A production scale vector similarity search with only 100 lines of code
Implementing the infrastructure to dynamically update and query a similarity index like Facebook’s Faiss or Spotify’s Annoy is a huge implementation effort.
With the architecture in this article, we get it into production in minutes.
If you haven't worked in that topic space before, I can recommend checking out my other article before reading this one. It covers the basic…