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hey data enthusiasts in this video we are going to develop a question answering model in Python using the Transformer architecture have you heard of chat GPT well it is safe to assume that because you are watching this video you have even used charge APD for some of your tasks well chat GPT is built on the Transformer architecture and in this video we are going to use the Transformer architecture to build our very own question answering model we are going to use a pre-trained model for the purpose and then build a pipeline so for that we need to certain libraries certain packages here we need two primary installations the pi torch and Transformers from hugging phase you can also use tensorflow 2 for the purposes and it works just the same here I do not want to make a permanent installation in my environment therefore I am using this exclamation before this pip installation however you are free to make the installation in your environment as well if you do not specify this exclamation t