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    # Project Documentation ## Overview This project consists of three main Python files: - `main.py`: The entry point and main logic of the application - `utils.py`: Helper functions and utilities - `database.py`: Database connection and operations ## main.py The main application file. ### Key Functions #### `run_app()` The main entry point for the application. Initializes components and starts the main program loop. Usage: ```python if __name__ == '__main__': run_app() ``` #### `process_user_input(input_string)` Handles user input and executes appropriate actions. Parameters: - `input_string`: The raw user input string Returns: - A result object with the outcome of processing the input Usage: ```python result = process_user_input("add item milk") ``` ## utils.py Helper functions used throughout the application. ### Key Functions #### `validate_input(input_string)` Validates user input for correctness. Parameters: - `input_string`: The input string to validate Returns: - `True` if input is valid, `False` otherwise Usage: ```python is_valid = validate_input("add item bread") ``` #### `format_output(data)` Formats data for display to the user. Parameters: - `data`: The raw data to format Returns: - A formatted string ready for display Usage: ```python formatted = format_output(items_list) print(formatted) ``` ## database.py Handles database connections and operations. ### Key Functions #### `connect()` Establishes a connection to the database. Returns: - A database connection object Usage: ```python db = connect() ``` #### `insert_item(item)` Inserts a new item into the database. Parameters: - `item`: The item object to insert Returns: - The ID of the newly inserted item Usage: ```python new_id = insert_item({"name": "Apple", "quantity": 5}) ``` #### `get_all_items()` Retrieves all items from the database. Returns: - A list of all item objects in the database Usage: ```python items = get_all_items() ```
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