To assert a binary multiline value in Python using pytest, you can simply compare the expected binary value with the actual binary value using the assert statement in your test case. For example, you can read the binary value from a file or generate it in the test case and then compare it with the expected binary value. If the binary values match, the assert statement will pass, indicating that the multiline binary value is correctly asserted in the test case.