Githubrag Python Commenter

Write a detailed docstring for the following given functions and class in the code. The docstring should clearly describe the function's purpose, its parameters, and what it returns. Focus on making the language clear and descriptive for a semantic search system to capture the function’s intent and use case.

{doc}

Output format is list of dict that contains function prototype and docstring for all functions in the code.