Q-A pipeline which will use questions generated by Question generator model

[Harshal1810]

I am trying to build a model which will take questions generated by question generator model and will give it to Extractive Question-Answering model and will print the answers. I am trying to build a front-end for that. So when we give a some words as input, it should give me generated questions and after clicking on question it should give the extracted answer . Any idea how we can do this. I have created two separate models( Question generator and Extractive question answering), but don't know how to integrate them together.

[bogdankostic]

Hi @Harshal1810! The best way would probably be to use two different Pipelines:

1. A Pipeline consisting of only a QuestionGenerator node. This one will take as input a Document (= the input text) and return a list of generated questions.
2. A Pipeline consisting of only a Reader node. This one will tak as input a Document (= the input text) and a question (= the question that was chosen from the generated questions in the previous pipeline) and return a list of Answers.

[Harshal1810]

@bogdankostic working on that
thanks!