I'd take a look at the open source project https://github.com/marqo-ai/marqo https://github.com/marqo-ai/marqo instead. It does 1 and 2 out of the box. You can

I'd take a look at the open source project https://github.com/marqo-ai/marqo https://github.com/marqo-ai/marqo instead. It does 1 and 2 out of the box. You can use CLIP or any model you want really.