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I think you can do that by defining a simple model:
class Rating(models.Model):
article = models.ForeignKey(Article, ..., related_name='ratings')
user = models.ForeignKey(settings.AUTH_USER_MODEL,, ..., related_name='ratings')
rate = models.IntegerField()
and then access ratings by:
request.user.ratings
Source:stackexchange.com