Provided herein are methods and compositions for producing phenylpropanoid derivatives, such as chalcones and stilbenes, and dihydrophenylpropanoid derivatives, such as dihydrochalcones and dihydrostilbenes, in microorganisms. In particular, the disclosure provides recombinant microorganisms and methods of use thereof for producing phenylpropanoid derivative compounds and dihydrophenylpropanoid derivative compounds.