README Architect addresses the widespread issue of poorly documented or entirely undocumented codebases by offering developers a user-friendly, browser-based tool built with Streamlit. At its core is a modular agent pipeline designed to intelligently process code and deliver high-quality documentation. This pipeline includes a code parser that dissects the project structure and logic, followed by a deep-learning-powered analysis engine that interprets code functionality and purpose. Finally, a Markdown formatter organizes and styles the output into a structured, professional README. Developers interact with the system through a simple upload interface—either by selecting multiple source files or uploading a zipped project directory. Once uploaded, README Architect processes the files, recognizes components like functions, classes, and file hierarchies, and generates a clear, well-organized README document tailored to the project’s structure and intent. This not only saves valuable time but also helps ensure consistency and quality across projects. It’s especially useful for open-source maintainers, who need to keep documentation clean and up-to-date; for teams, where standardized READMEs reduce onboarding time and communication gaps; and for students or solo developers, who can now showcase their work more effectively to peers, instructors, or potential employers. In short, README Architect transforms raw code into polished documentation—enhancing clarity, collaboration, and professionalism across the board.

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