MegFlow provides a Python-first pipeline framework for constructing video analysis services, integrating MegEngine for inference and MegEngineLite for optimized model execution. Users build processing pipelines by composing operators in Python, handling video streams with support for RTSP input and enabling deployment across x86 and ARM platforms.