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if youre building a complex bot or automation using GPT youre probably going to want to compare how similar two or more pieces of text are and embeddings allow us to do this but what are embeddings well in my last video I showed you how to build a Discord support bot using GPT click or tap right here if youve not already seen it but we use embeddings to go and work out the correct answer to a question we did that by working out how similar bits of text are to each other so in that video I gave you example of penguins and polar bears penguins and polar bears are both pretty similar to an animal because theyre both animals but penguin would be much more similar to Wood but from polar bears would be because polar bears arent birds and penguins are look they can fly to keep going have a slightly more serious example if we grouped words by happy words angry words and sad words theyd probably look a bit like this graph we would have smile and laughter much more close together than smil