Hierarchical analysis improves document generation
DocAgent employs a hierarchical code traversal algorithm that intelligently identifies and prioritizes underlying code documents with fewer dependencies. This bottom-up processing order ensures that documentation for higher-order functions accurately references the underlying function descriptions.
- Processing Logic: Generate documentation for standalone tool functions, then process high-level modules that depend on those functions
- Context building: each level of document generation is based on the context of the completed lower level documents
- Advantage of effect: avoid the problem of circular references that may occur in the traditional approach
Example: When working on a Django project, the system prioritizes generating documentation for the base functions in utils.py before working on the views.py modules that call those functions, ensuring that the documentation for the view functions references the tool function descriptions correctly.
This answer comes from the articleDocAgent: A Smart Tool for Automating Python Code DocumentationThe
May not be reproduced without permission:AI productivity tools " DocAgent's hierarchical code analysis enables optimal processing order for document generation.
