Pythoncall.jl enables seamless bidirectional calling between Python and Julia with symmetric interfaces, fast non-copying array conversions, and intuitive type conversions. It supports modern systems from Julia 1.10+ and Python 3.10+, offering advantages over the existing PyCall package through extensible conversions, isolated Conda environments, and type-stable operations.