This guide compares Sphinx and MkDocs, the two primary documentation generators for Python packages, detailing their strengths and use cases based on project needs. It emphasizes the choice between Sphinx for API-heavy projects and MkDocs for prose-focused documentation, providing insights for setup within existing projects.