Build your own Search Engine using OpenAI’s CLIP and FastAPI

Okay, so this search engine will not be a full-fledged one but you’ll get a hand wtih all the capabilities of the OpenAI’s CLIP model and how to use it to your own use cases.

What is CLIP ?

CLIP architecture

How to use CLIP to build your Search Engine?

The code for this article can be found here.

Image Search

Reverse Image Search

FastAPI as backend

Libraries

Expanding the Engine

Machine/Deep Learning, Amateur Photographer