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today uh we will be talking about sentence transformer so what is the sentence transformer how it works why we need to have a sentence transformer all the things we will try to see in todays discussion so stay focused because this is the first time that im going to cover this and i will go a bit in detail i dont want to cover the breath but i want to focus more on the depth part so we will see how it works as well as how to train a sentence transformer for your own use how can we use pre-trained sentence transformer all the things we will try to cover in this video so lets start with the with the first thing first what is a sentence transformer so by definition if you will see a sentence transformer is a python framework we know what is the framework right we will try to we will try to go in detail in whatever we are saying okay its a python framework for state of the art sentence text and image embeddings to embed our sentences text or images we use this framework but then the n