importance see that had to be done is you know is to use a shared embedding because the name the item description were using the same vocabulary the words have the same meaning so you have to use the same embedding photons details and then we did something that that you can that have been used in the past X which is just try to capture the meaning of the sentence using an average of different different impedance of your sentence of your item description and as you can see there is no competition here just every agent of