Podcastfy is an open-source Python package that utilizes generative AI technology to transform web content, PDF files, and text into engaging multilingual audio dialogue. Unlike traditional user interface-based tools, Podcastfy emphasizes programmatic and customizable generation, creating compelling, conversational audio and text from various text sources, enabling customization and scalability.