LLMClientFunctions Model

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

By associating functions with llm_clients, the platform allows for extensible and customizable llm_client behavior, supporting use cases where different llm_clients require access to different sets of features or integrations. This model is essential for scenarios where llm_clients 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 llm_client
LLMClientFunctions.objects.create(llm_client=my_llm_client, name="weather")

# List all functions available to an llm_client
functions = LLMClientFunctions.objects.filter(llm_client=my_llm_client)

Notes

The set of available functions is controlled by the CHOICES class attribute.
This model is intended for internal use to manage and audit llm_client capabilities.
Uniqueness is not enforced, so an llm_client 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:

llm_client (Unknown) –

Llm client (related name: llmclientfunctions)

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

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.