IntelliDoc leverages AI-driven technology, including IBM Watsonx and IBM Granite, to scan and analyze codebases. It generates comprehensive summaries for each file and the entire project while excluding unnecessary files. The tool provides an automatically generated developer guide, helping developers understand project components. Additionally, it integrates an interactive chatbot, allowing users to query code insights, making it a resourceful application for fast-tracking developer onboarding and enhancing codebase comprehension. Ideal for teams in need of efficient documentation and with limited time to manually analyze large projects. It traverses project directories—excluding non-essential folders like .git and node_modules—and creates summaries for individual files and the entire project using IBM Watsonx text generation. The tool outputs a Markdown developer guide, findings JSON, and initial summary logs, helping new contributors quickly understand the project structure.