🔍 Code Extractor

Upload Python File

Upload a .py file to extract components and store them in the database.

Note: LLM metadata generation provides rich descriptions, usage examples, and best practices, but takes 2-5 seconds per component. Uncheck for faster extraction with basic metadata only.

What Gets Extracted?

  • Functions: All top-level functions
  • Methods: All methods within classes
  • Classes: Class definitions with their structure

Captured Information:

  • Complete source code
  • Signatures with type annotations
  • Docstrings and decorators
  • Parameter types and defaults
  • Return type annotations
  • Line numbers and file location

LLM-Generated Metadata:

  • Natural language description
  • Purpose and functionality
  • Parameter explanations
  • Return value details
  • Required dependencies
  • Usage examples
  • Best practices
  • Searchable tags
  • Complexity assessment