If you’re using a cloud provider like Azure, you know that API calls cost money and it makes sense to cache your API calls.

The first step is to ensure that you cache your embeddings, the next step would be to save your index. That could be in a database or on the disk.

embeddings.save("stored_embeddings")

To load your index, simply do

embeddings.load("stored_embeddings")