Highly recommend preemptively saving multiple types of embeddings for each of your objects; that way, you can shift to an alternate query embedding at any time, or combine the results from multiple vector searches. As one of my favorite quotes from Contact says: "first rule in government spending: why build one when you can have two at twice the price?" https://www.youtube.com/watch?v=EZ2nhHNtpmk