> ## Documentation Index
> Fetch the complete documentation index at: https://icrl.dev/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# LiteLLMProvider

> Built-in Python provider powered by litellm

## Constructor

```python theme={null}
LiteLLMProvider(
    model: str = "gpt-4o-mini",
    temperature: float = 0.7,
    max_tokens: int | None = None,
    system_prompt: str | None = None,
    **kwargs: Any,
)
```

## Methods

```python theme={null}
await provider.complete(messages)
provider.complete_sync(messages)
provider.get_token_profile()
provider.get_last_call_profile()
```

## Behavior Notes

* Adds optional system prompt automatically.
* Applies defensive truncation before completion calls.
* Includes token-budget safety helpers and retry paths for token/output-limit errors.
* Uses `max_tokens` safety logic (does not set both `max_tokens` and `max_completion_tokens`).