callable_provider

Class info

Classes

Name	Children	Inherits
CallableResourceProvider llmling_agent.resource_providers.callable_provider Wraps callables as a resource provider.		ResourceProvider
ResourceProvider llmling_agent.resource_providers.base Base class for resource providers.	CallableResourceProvider StaticResourceProvider MCPManager RuntimeResourceProvider CapabilitiesResourceProvider	object

🛈 DocStrings

Resource provider wrapper for callable functions.

CallableResourceProvider

Bases: ResourceProvider

Wraps callables as a resource provider.

Handles both sync and async functions transparently.

Source code in src/llmling_agent/resource_providers/callable_provider.py

class CallableResourceProvider(ResourceProvider):
    """Wraps callables as a resource provider.

    Handles both sync and async functions transparently.
    """

    def __init__(
        self,
        name: str = "callable",
        tool_callable: ResourceCallable[list[ToolInfo]] | None = None,
        prompt_callable: ResourceCallable[list[BasePrompt]] | None = None,
        resource_callable: ResourceCallable[list[ResourceInfo]] | None = None,
    ):
        """Initialize provider with optional callables.

        Args:
            name: Name of the provider
            tool_callable: Function providing tools
            prompt_callable: Function providing prompts
            resource_callable: Function providing resources

        Each callable can be sync or async.
        """
        super().__init__(name=name)
        self.tool_callable = tool_callable
        self.prompt_callable = prompt_callable
        self.resource_callable = resource_callable

    async def _call_provider[T](
        self,
        provider: ResourceCallable[T] | None,
        default: T,
    ) -> T:
        """Helper to handle sync/async provider calls."""
        if not provider:
            return default
        return await execute(provider)

    async def get_tools(self) -> list[ToolInfo]:
        """Get tools from callable if provided."""
        return await self._call_provider(self.tool_callable, [])

    async def get_prompts(self) -> list[BasePrompt]:
        """Get prompts from callable if provided."""
        return await self._call_provider(self.prompt_callable, [])

    async def get_resources(self) -> list[ResourceInfo]:
        """Get resources from callable if provided."""
        return await self._call_provider(self.resource_callable, [])

__init__

__init__(
    name: str = "callable",
    tool_callable: ResourceCallable[list[ToolInfo]] | None = None,
    prompt_callable: ResourceCallable[list[BasePrompt]] | None = None,
    resource_callable: ResourceCallable[list[ResourceInfo]] | None = None,
)

Initialize provider with optional callables.

Parameters:

Name	Type	Description	Default
name	str	Name of the provider	'callable'
tool_callable	ResourceCallable[list[ToolInfo]] | None	Function providing tools	None
prompt_callable	ResourceCallable[list[BasePrompt]] | None	Function providing prompts	None
resource_callable	ResourceCallable[list[ResourceInfo]] | None	Function providing resources	None

Each callable can be sync or async.

Source code in src/llmling_agent/resource_providers/callable_provider.py

def __init__(
    self,
    name: str = "callable",
    tool_callable: ResourceCallable[list[ToolInfo]] | None = None,
    prompt_callable: ResourceCallable[list[BasePrompt]] | None = None,
    resource_callable: ResourceCallable[list[ResourceInfo]] | None = None,
):
    """Initialize provider with optional callables.

    Args:
        name: Name of the provider
        tool_callable: Function providing tools
        prompt_callable: Function providing prompts
        resource_callable: Function providing resources

    Each callable can be sync or async.
    """
    super().__init__(name=name)
    self.tool_callable = tool_callable
    self.prompt_callable = prompt_callable
    self.resource_callable = resource_callable

_call_provider async

_call_provider(provider: ResourceCallable[T] | None, default: T) -> T

Helper to handle sync/async provider calls.

Source code in src/llmling_agent/resource_providers/callable_provider.py

async def _call_provider[T](
    self,
    provider: ResourceCallable[T] | None,
    default: T,
) -> T:
    """Helper to handle sync/async provider calls."""
    if not provider:
        return default
    return await execute(provider)

get_prompts async

get_prompts() -> list[BasePrompt]

Get prompts from callable if provided.

Source code in src/llmling_agent/resource_providers/callable_provider.py

async def get_prompts(self) -> list[BasePrompt]:
    """Get prompts from callable if provided."""
    return await self._call_provider(self.prompt_callable, [])

get_resources async

get_resources() -> list[ResourceInfo]

Get resources from callable if provided.

Source code in src/llmling_agent/resource_providers/callable_provider.py

async def get_resources(self) -> list[ResourceInfo]:
    """Get resources from callable if provided."""
    return await self._call_provider(self.resource_callable, [])

get_tools async

get_tools() -> list[ToolInfo]

Get tools from callable if provided.

Source code in src/llmling_agent/resource_providers/callable_provider.py

async def get_tools(self) -> list[ToolInfo]:
    """Get tools from callable if provided."""
    return await self._call_provider(self.tool_callable, [])