Paint by Text is an AI-driven tool that enables users to edit their photos using simple written text instructions. By uploading an image and providing text-based commands, users can make modifications such as color adjustments, adding or removing elements, and applying filters. The AI processes the instructions and generates the desired edits, making photo editing seamless and efficient.