Do list blobs with a name starts with. Then loop through the blob list using asyncio for the downloading portion.
If it's still too slow for your liking, you need to either think about how you're managing the blob paths... maybe do a folder for each month/year? Or manage using blob tags? Then go back and do the above. asyncio should speed things up nicely.