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today were going to have a look at how we can use openais new text embedding model creatively named text embedding order 002 to essentially search through loads of documents and do it in a super easy way so we really dont need to know that much about what is going on behind the scenes here we can just kind of get going with it and get really impressive results super quickly so to start lets just have a quick look at how all this is going to look its very similar if you follow any of these videos very similar architecture to what we would normally use we start with our data source just ice going to be over here and were going to take that and were going to use the New Order 002 model to embed these okay so what we have in here are sentences some text goes through like this and what were doing here is creating meaningful embeddings so for example a two sentences I have a very similar meaning within a vector space because thats what were converting them into vectors within that
