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def _get_python_executable(self):
    """
    Get the path to the Python executable within the virtual environment.
    
    :return: Path to the Python executable.
    """
    # Adjust to the root directory and locate the virtual environment
    project_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))

    # Determine the correct Python executable based on the OS
    if sys.platform == "win32":
        python_executable = os.path.join(project_root, "venv", "Scripts", "python.exe")
    else:
        python_executable = os.path.join(project_root, "venv", "bin", "python")

    # Check if the Python executable exists
    if not os.path.exists(python_executable):
        self.logger.error(f"Python executable not found at {python_executable}")
        raise FileNotFoundError(f"Python executable not found: {python_executable}")

    return python_executable