yera.models.reasoning_lookup

Reasoning capability lookup for LLM models by provider and model ID.

Provides pattern-based matching to determine reasoning support, default levels, and budgets for different models across providers like Anthropic, OpenAI, Mistral, and AWS Bedrock.

Symbols

def look_up_reasoning_spec — Look up the reasoning specification for a given provider/author/model.

class ReasoningSpec — Specification of reasoning capabilities for a model.

look_up_reasoning_spec

look_up_reasoning_spec(
    provider: str,
    author: str,
    model_id: str,
) → ReasoningSpec

Look up the reasoning specification for a given provider/author/model.

Parameters

provider

type: str

The LLM provider (e.g., "anthropic", "openai", "aws").

author

type: str

The model author or vendor (e.g., "anthropic", "amazon").

model_id

type: str

The exact model identifier to match against patterns.

Returns

type: ReasoningSpec

The matching reasoning spec, or a default none spec if no match found.

ReasoningSpec

Specification of reasoning capabilities for a model.