Suppose I have the following tables:
Articles
with fields article_id
, title
Tags
with fields
Assuming that you set the ForeignKey constraints correctly and created mappers:
q = Session.query(Articles).filter(Articles.article_id == ArticleTags.article_id).\
filter(ArticleTags.tag_id == Tags.tag_id).\
filter(Tags.name == 'tag_name')
If you have setup a Many-to-Many relation it's even more simple:
q = Session.query(Articles).filter(Articles.tags.any(name = 'tag_name'))
For some more examples for blog-related queries look here.
If you use the sql expression language, it should be straight forward translateable.