From Longman Dictionary of Contemporary Englishtake up with somebody/something phrasal verbFRIENDLY old-fashioned to become friendly with someone, especially someone who may influence you badly → take→ See Verb table
Examples from the Corpus
take up with • Alistair took up with a well-off gay group on the Hill. 