from typing import List, Optional import litellm from litellm.llms.base_llm.base_utils import BaseLLMModelInfo from litellm.secret_managers.main import get_secret_str class GeminiModelInfo(BaseLLMModelInfo): @staticmethod def get_api_base(api_base: Optional[str] = None) -> Optional[str]: return ( api_base or get_secret_str("GEMINI_API_BASE") or "https://generativelanguage.googleapis.com/v1beta" ) @staticmethod def get_api_key(api_key: Optional[str] = None) -> Optional[str]: return api_key or (get_secret_str("GEMINI_API_KEY")) @staticmethod def get_base_model(model: str) -> Optional[str]: return model.replace("gemini/", "") def get_models( self, api_key: Optional[str] = None, api_base: Optional[str] = None ) -> List[str]: api_base = GeminiModelInfo.get_api_base(api_base) api_key = GeminiModelInfo.get_api_key(api_key) if api_base is None or api_key is None: raise ValueError( "GEMINI_API_BASE or GEMINI_API_KEY is not set. Please set the environment variable, to query Gemini's `/models` endpoint." ) response = litellm.module_level_client.get( url=f"{api_base}/models?key={api_key}", ) if response.status_code != 200: raise ValueError( f"Failed to fetch models from Gemini. Status code: {response.status_code}, Response: {response.json()}" ) models = response.json()["models"] litellm_model_names = [] for model in models: stripped_model_name = model["name"].strip("models/") litellm_model_name = "gemini/" + stripped_model_name litellm_model_names.append(litellm_model_name) return litellm_model_names