Skip to content

ccproxy.llms.formatters.base_model

ccproxy.llms.formatters.base_model

Shared base model for all LLM API models.

LlmBaseModel

Bases: BaseModel

Base model for all LLM API models with proper JSON serialization.

Excludes None values and empty collections to match API conventions.

model_dump 

model_dump(**kwargs)

Override to exclude empty collections as well as None values.

Source code in ccproxy/llms/formatters/base_model.py 
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
def model_dump(self, **kwargs: Any) -> dict[str, Any]:
    """Override to exclude empty collections as well as None values."""
    # Extract exclude_none from kwargs, defaulting to True for our convention
    exclude_none = kwargs.pop("exclude_none", True)
    # First get the data with None values excluded
    data = super().model_dump(exclude_none=exclude_none, **kwargs)

    # Filter out empty collections (lists, dicts, sets)
    filtered_data = {}
    for key, value in data.items():
        if isinstance(value, list | dict | set) and len(value) == 0:
            # Skip empty collections
            continue
        filtered_data[key] = value

    return filtered_data