Gemini Coder is a project based on the Gemini API, aimed at generating small applications from simple prompts. The project is entirely built on llamacoder and utilizes technologies such as Next.js and Tailwind. It allows users to quickly create applications that can be run and tested locally. Although it is an individual project and not an official Google product, it showcases the potential of utilizing advanced APIs for application development.