Mixing Semantic and Native Functions in a Plugin Class (Python)

[haithamshahin333]

Hello,

Is there a good pattern for how to mix semantic functions (functions sourced from a prompt or PromptTemplateConfig) with native functions that use the @kernel_function decorator in one plugin class?

Either language works, focused on Python

[sophialagerkranspandey]

You could import the native functions in one plugin and load functions in another plugin and then create a plugin to combine the two.

[moonbox3]

@haithamshahin333, it can be handled like this:

prompt_func = KernelFunctionFromPrompt(
    function_name="world",
    prompt="Tell me something interesting about the world",
)

@kernel_function
def get_weather(self, location: str) -> str:
    """Get the weather for a given location."""
    return f"The weather in {location} is sunny."

kernel.add_functions(plugin_name="SomePlugin", functions=[prompt_func, get_weather])

Those two functions get grouped under the plugin with the name SomePlugin.