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Hi again! In this video Iamp;#39;m going to show you how to add custom attributes to various spaCy objects. You can add custom attributes to Doc, Span and objects in spaCy. Just to give you an example, if youamp;#39;re loading texts from separate files into Doc objects then itamp;#39;s maybe a good idea to add a custom attribute to the Doc object that points towards the source file or if youamp;#39;re working with transcriptions of spoken interaction you could use the attributes to add information about the speaker to the spaCy span objects. All of these custom attributes can be added using the setextension method and what Iamp;#39;m going to show you next is how to add custom attributes to the Doc object, and to get started we need to import the Doc object class from the s submodule of spaCy. Itamp;#39;s important to understand that now we have access to the class of Doc objects, not some individual Doc object which results from feeding some text to