Image search in python using pinecone

I would like to create an image search app using python, where I can input an image itself for searching. How can I go about doing that. What embedding API I need to use ?

Hi @suman17july, and welcome to the Pinecone community forums!

Thank you for your question.

While we don’t yet have a pure Python example of this, we do have a complete example application here which is open-source and demonstrates how to do image-based search as you’re requesting.

If you look at the animated demo at the bottom of the project README ^ you’ll see how the image to image search works.

The model we used for this is the CLIP model, as we explain here.

Hope this helps!

Best,
Zack