Django celery tasks in separate server

We have two servers, Server A and Server B. Server A is dedicated for running django web app. Due to large number of data we decided to run the celery tasks in server B. Server A and B uses a common database. Tasks are initiated after post save in models from Server A,webapp. How to implement this idea using rabbitmq in my django project