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welcome back to another exciting tutorial in todayamp;#39;s video we will explore how to perform question answering from PDF documents using the powerful openai chat GPT API and Leverage The Open Source embedding from the GPT for all Library this combination will enable us to build a sophisticated question answering system that can extract answers from PDF files with these so letamp;#39;s Dive Right In so first of all we can see what are the prerequisites needed or like the packages we need to download for this tutorial so we need python.env and which you can pip python.une and then we can we need this feature Library so which library is used to extract the data from PDF reports like the raw text so we need to uh by giving pip pymu PDF then we are loading couple of modules from Land chain so we need line chain with line chain will do and then we also need to GPT for all Library so that is PIP GPT for all so these are the libraries which are required for um loading or kind of