"""OpenAI model provider implementation.""" from .base import ( FixedTemperatureConstraint, ModelCapabilities, ProviderType, RangeTemperatureConstraint, ) from .openai_compatible import OpenAICompatibleProvider class OpenAIModelProvider(OpenAICompatibleProvider): """Official OpenAI API provider (api.openai.com).""" # Model configurations SUPPORTED_MODELS = { "o3": { "max_tokens": 200_000, # 200K tokens "supports_extended_thinking": False, }, "o3-mini": { "max_tokens": 200_000, # 200K tokens "supports_extended_thinking": False, }, } def __init__(self, api_key: str, **kwargs): """Initialize OpenAI provider with API key.""" # Set default OpenAI base URL, allow override for regions/custom endpoints kwargs.setdefault("base_url", "https://api.openai.com/v1") super().__init__(api_key, **kwargs) def get_capabilities(self, model_name: str) -> ModelCapabilities: """Get capabilities for a specific OpenAI model.""" if model_name not in self.SUPPORTED_MODELS: raise ValueError(f"Unsupported OpenAI model: {model_name}") config = self.SUPPORTED_MODELS[model_name] # Define temperature constraints per model if model_name in ["o3", "o3-mini"]: # O3 models only support temperature=1.0 temp_constraint = FixedTemperatureConstraint(1.0) else: # Other OpenAI models support 0.0-2.0 range temp_constraint = RangeTemperatureConstraint(0.0, 2.0, 0.7) return ModelCapabilities( provider=ProviderType.OPENAI, model_name=model_name, friendly_name="OpenAI", max_tokens=config["max_tokens"], supports_extended_thinking=config["supports_extended_thinking"], supports_system_prompts=True, supports_streaming=True, supports_function_calling=True, temperature_constraint=temp_constraint, ) def get_provider_type(self) -> ProviderType: """Get the provider type.""" return ProviderType.OPENAI def validate_model_name(self, model_name: str) -> bool: """Validate if the model name is supported.""" return model_name in self.SUPPORTED_MODELS def supports_thinking_mode(self, model_name: str) -> bool: """Check if the model supports extended thinking mode.""" # Currently no OpenAI models support extended thinking # This may change with future O3 models return False