Podcastfy transforms multimodal content into spoken audio dialogues using generative AI. It leverages LLMs to synthesize conversational scripts and text-to-speech services to render them as audio output, supporting multiple languages. The tool is available as a Python library, CLI, web application, and can be run locally via Docker.