Dive2Code is an AI-assisted platform designed to facilitate the exploration of GitHub repositories. Dive2Code is an innovative AI-assisted platform tailor-made for streamlining the exploration of GitHub repositories. By leveraging the power of AutoGPT combined with the extensive reach of the GitHub API, Dive2Code provides an intuitive visual representation of the multifaceted components of a repository, encompassing classes, modules, and files. Instead of the traditional tedious manual searching, users can now interact effortlessly through a user-friendly chat interface to dive deep into specific elements of a repository. Beyond mere exploration, the principal value of Dive2Code lies in its transformative capacity. It significantly boosts developer efficiency, offering an optimized glance at codebase structures. Moreover, when organizations look to bring new developers on board, the onboarding process often presents challenges. Familiarizing oneself with a new codebase can be daunting. Dive2Code simplifies this, ensuring that new team members can quickly get up to speed, fostering a more collaborative and efficient development environment. Utilizing AutoGPT and GitHub API, the tool provides a visual representation of repository components, including classes, modules, and files. Users can interact via a chat interface to access specific elements without manual search. The primary value lies in improving developer efficiency, optimizing codebase structures, and simplifying new developer onboarding for organizations.