Sourcebot is a self-hosted tool designed to enhance understanding of codebases by allowing users to ask complex questions and receive detailed answers with inline citations. It features fast code search and navigation capabilities across multiple repositories and supports easy deployment using Docker. The platform also collects anonymous usage data for improvements while ensuring user privacy.