Comprehensive Code Documentation

Please add comprehensive documentation for this code, including: 1. Module/file purpose and overview 2. Function/method documentation with: - Description - Parameters (types and descriptions) - Return values - Exceptions/errors - Usage examples 3. Inline comments for complex logic 4. Dependencies and requirements 5. Configuration options Code to document: [INSERT YOUR CODE HERE]