LLMClientFunctions Model

class smarter.apps.llmclient.models.LLMClientFunctions(*args, **kwargs)[source]

Bases: TimestampedModel

Represents the set of callable functions that are available to a LLMClient instance within the Smarter platform.

This model is used to define and manage the specific functions that an llmclient can access or invoke during its operation. Each record in this model links an llmclient to a named function, enabling fine-grained control over the llmclient’s capabilities. The available functions are defined by a fixed set of choices, such as “weather”, “news”, “prices”, and “math”.

By associating functions with llmclients, the platform allows for extensible and customizable llmclient behavior, supporting use cases where different llmclients require access to different sets of features or integrations. This model is essential for scenarios where llmclients need to perform actions, retrieve information, or interact with external APIs in a controlled and auditable manner.

Model Relationships

Each LLMClientFunctions entry is linked to one LLMClient instance.
Each entry specifies a function name from a predefined set of choices.

Usage Example

# Assign a function to an llmclient
LLMClientFunctions.objects.create(llmclient=my_llmclient, name="weather")

# List all functions available to an llmclient
functions = LLMClientFunctions.objects.filter(llmclient=my_llmclient)

Notes

The set of available functions is controlled by the CHOICES class attribute.
This model is intended for internal use to manage and audit llmclient capabilities.
Uniqueness is not enforced, so an llmclient may have multiple entries for the same function if needed.

Parameters:

id (Unknown) – Primary key: ID
created_at (Unknown) – Created at
updated_at (Unknown) – Updated at
name (Unknown) –
Name

The name of the function available to the LLMClient. Example: “weather”

Relationship fields:

Parameters:

llmclient (Unknown) –

Llmclient (related name: llmclientfunctions)

The LLMClient instance associated with this function. Example: LLMClient(id=1, name=”my-llmclient”)

CHOICES = [('get_current_weather', 'get_current_weather'), ('date_calculator', 'date_calculator'), ('calculator', 'calculator')]

The set of available function names that can be assigned to a LLMClient.