import structlog from skyvern.config import settings from skyvern.forge.sdk.api.llm.exceptions import ( DuplicateLLMConfigError, InvalidLLMConfigError, MissingLLMProviderEnvVarsError, ) from skyvern.forge.sdk.api.llm.models import LiteLLMParams, LLMConfig, LLMRouterConfig LOG = structlog.get_logger() class LLMConfigRegistry: _configs: dict[str, LLMRouterConfig | LLMConfig] = {} @staticmethod def is_router_config(llm_key: str) -> bool: return isinstance(LLMConfigRegistry.get_config(llm_key), LLMRouterConfig) @staticmethod def validate_config(llm_key: str, config: LLMRouterConfig | LLMConfig) -> None: missing_env_vars = config.get_missing_env_vars() if missing_env_vars: raise MissingLLMProviderEnvVarsError(llm_key, missing_env_vars) @classmethod def register_config(cls, llm_key: str, config: LLMRouterConfig | LLMConfig) -> None: if llm_key in cls._configs: raise DuplicateLLMConfigError(llm_key) cls.validate_config(llm_key, config) LOG.debug("Registering LLM config", llm_key=llm_key) cls._configs[llm_key] = config @classmethod def get_config(cls, llm_key: str) -> LLMRouterConfig | LLMConfig: if llm_key not in cls._configs: # If the key is not found in registered configs, treat it as a general model LOG.info("Using general model configuration for unknown LLM key", llm_key=llm_key) if not llm_key: raise InvalidLLMConfigError(f"LLM_KEY not set for {llm_key}") return LLMConfig( llm_key, # Use the LLM_KEY as the model name ["LLM_API_KEY"], supports_vision=settings.LLM_CONFIG_SUPPORT_VISION, add_assistant_prefix=settings.LLM_CONFIG_ADD_ASSISTANT_PREFIX, max_completion_tokens=settings.LLM_CONFIG_MAX_TOKENS, ) return cls._configs[llm_key] if settings.ENABLE_OPENAI: LLMConfigRegistry.register_config( "OPENAI_GPT4_TURBO", LLMConfig( "gpt-4-turbo", ["OPENAI_API_KEY"], supports_vision=False, add_assistant_prefix=False, ), ) LLMConfigRegistry.register_config( "OPENAI_GPT4_1", LLMConfig( "gpt-4.1", ["OPENAI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=16384, ), ) LLMConfigRegistry.register_config( "OPENAI_GPT4_1_MINI", LLMConfig( "gpt-4.1-mini", ["OPENAI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=16384, ), ) LLMConfigRegistry.register_config( "OPENAI_GPT4_1_NANO", LLMConfig( "gpt-4.1-nano", ["OPENAI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=16384, ), ) LLMConfigRegistry.register_config( "OPENAI_GPT4_5", LLMConfig( "gpt-4.5-preview", ["OPENAI_API_KEY"], supports_vision=True, add_assistant_prefix=False, ), ) LLMConfigRegistry.register_config( "OPENAI_GPT4V", LLMConfig( "gpt-4-turbo", ["OPENAI_API_KEY"], supports_vision=True, add_assistant_prefix=False, ), ) LLMConfigRegistry.register_config( "OPENAI_GPT4O", LLMConfig( "gpt-4o", ["OPENAI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=16384 ), ) LLMConfigRegistry.register_config( "OPENAI_O3_MINI", LLMConfig( "o3-mini", ["OPENAI_API_KEY"], supports_vision=False, add_assistant_prefix=False, max_completion_tokens=16384, temperature=None, # Temperature isn't supported in the O-model series reasoning_effort="high", ), ) LLMConfigRegistry.register_config( "OPENAI_GPT4O_MINI", LLMConfig( "gpt-4o-mini", ["OPENAI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=16384, ), ) LLMConfigRegistry.register_config( "OPENAI_GPT-4O-2024-08-06", LLMConfig( "gpt-4o-2024-08-06", ["OPENAI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=16384, ), ) LLMConfigRegistry.register_config( "OPENAI_O4_MINI", LLMConfig( "o4-mini", ["OPENAI_API_KEY"], supports_vision=False, add_assistant_prefix=False, max_completion_tokens=16384, temperature=None, # Temperature isn't supported in the O-model series reasoning_effort="high", litellm_params=LiteLLMParams( drop_params=True, # type: ignore ), ), ) LLMConfigRegistry.register_config( "OPENAI_O3", LLMConfig( "o3", ["OPENAI_API_KEY"], supports_vision=False, add_assistant_prefix=False, max_completion_tokens=16384, temperature=None, # Temperature isn't supported in the O-model series reasoning_effort="high", litellm_params=LiteLLMParams( drop_params=True, # type: ignore ), ), ) if settings.ENABLE_ANTHROPIC: LLMConfigRegistry.register_config( "ANTHROPIC_CLAUDE3", LLMConfig( "anthropic/claude-3-sonnet-20240229", ["ANTHROPIC_API_KEY"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "ANTHROPIC_CLAUDE3_OPUS", LLMConfig( "anthropic/claude-3-opus-20240229", ["ANTHROPIC_API_KEY"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "ANTHROPIC_CLAUDE3_SONNET", LLMConfig( "anthropic/claude-3-sonnet-20240229", ["ANTHROPIC_API_KEY"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "ANTHROPIC_CLAUDE3_HAIKU", LLMConfig( "anthropic/claude-3-haiku-20240307", ["ANTHROPIC_API_KEY"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "ANTHROPIC_CLAUDE3.5_SONNET", LLMConfig( "anthropic/claude-3-5-sonnet-latest", ["ANTHROPIC_API_KEY"], supports_vision=True, add_assistant_prefix=True, max_completion_tokens=8192, ), ) LLMConfigRegistry.register_config( "ANTHROPIC_CLAUDE3.7_SONNET", LLMConfig( "anthropic/claude-3-7-sonnet-latest", ["ANTHROPIC_API_KEY"], supports_vision=True, add_assistant_prefix=True, max_completion_tokens=8192, ), ) if settings.ENABLE_BEDROCK: # Supported through AWS IAM authentication LLMConfigRegistry.register_config( "BEDROCK_ANTHROPIC_CLAUDE3_OPUS", LLMConfig( "bedrock/anthropic.claude-3-opus-20240229-v1:0", ["AWS_REGION"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "BEDROCK_ANTHROPIC_CLAUDE3_SONNET", LLMConfig( "bedrock/anthropic.claude-3-sonnet-20240229-v1:0", ["AWS_REGION"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "BEDROCK_ANTHROPIC_CLAUDE3_HAIKU", LLMConfig( "bedrock/anthropic.claude-3-haiku-20240307-v1:0", ["AWS_REGION"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "BEDROCK_ANTHROPIC_CLAUDE3.5_SONNET", LLMConfig( "bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0", ["AWS_REGION"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "BEDROCK_ANTHROPIC_CLAUDE3.5_SONNET_INFERENCE_PROFILE", LLMConfig( "bedrock/us.anthropic.claude-3-5-sonnet-20241022-v2:0", ["AWS_REGION"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "BEDROCK_ANTHROPIC_CLAUDE3.5_SONNET_V1", LLMConfig( "bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0", ["AWS_REGION"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "BEDROCK_AMAZON_NOVA_PRO", LLMConfig( "bedrock/us.amazon.nova-pro-v1:0", ["AWS_REGION"], supports_vision=True, add_assistant_prefix=True, ), ) LLMConfigRegistry.register_config( "BEDROCK_AMAZON_NOVA_LITE", LLMConfig( "bedrock/us.amazon.nova-lite-v1:0", ["AWS_REGION"], supports_vision=True, add_assistant_prefix=True, ), ) if settings.ENABLE_AZURE: LLMConfigRegistry.register_config( "AZURE_OPENAI", LLMConfig( f"azure/{settings.AZURE_DEPLOYMENT}", [ "AZURE_DEPLOYMENT", "AZURE_API_KEY", "AZURE_API_BASE", "AZURE_API_VERSION", ], supports_vision=True, add_assistant_prefix=False, ), ) if settings.ENABLE_AZURE_GPT4O_MINI: LLMConfigRegistry.register_config( "AZURE_OPENAI_GPT4O_MINI", LLMConfig( f"azure/{settings.AZURE_GPT4O_MINI_DEPLOYMENT}", [ "AZURE_GPT4O_MINI_DEPLOYMENT", "AZURE_GPT4O_MINI_API_KEY", "AZURE_GPT4O_MINI_API_BASE", "AZURE_GPT4O_MINI_API_VERSION", ], litellm_params=LiteLLMParams( api_base=settings.AZURE_GPT4O_MINI_API_BASE, api_key=settings.AZURE_GPT4O_MINI_API_KEY, api_version=settings.AZURE_GPT4O_MINI_API_VERSION, model_info={"model_name": "azure/gpt-4o-mini"}, ), supports_vision=True, add_assistant_prefix=False, ), ) if settings.ENABLE_AZURE_O3_MINI: LLMConfigRegistry.register_config( "AZURE_OPENAI_O3_MINI", LLMConfig( f"azure/{settings.AZURE_O3_MINI_DEPLOYMENT}", [ "AZURE_O3_MINI_DEPLOYMENT", "AZURE_O3_MINI_API_KEY", "AZURE_O3_MINI_API_BASE", "AZURE_O3_MINI_API_VERSION", ], litellm_params=LiteLLMParams( api_base=settings.AZURE_O3_MINI_API_BASE, api_key=settings.AZURE_O3_MINI_API_KEY, api_version=settings.AZURE_O3_MINI_API_VERSION, model_info={"model_name": "azure/o3-mini"}, ), supports_vision=False, add_assistant_prefix=False, max_completion_tokens=16384, temperature=None, # Temperature isn't supported in the O-model series reasoning_effort="high", ), ) if settings.ENABLE_GEMINI: LLMConfigRegistry.register_config( "GEMINI_FLASH_2_0", LLMConfig( "gemini/gemini-2.0-flash-001", ["GEMINI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=8192, ), ) LLMConfigRegistry.register_config( "GEMINI_FLASH_2_0_LITE", LLMConfig( "gemini/gemini-2.0-flash-lite-preview-02-05", ["GEMINI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=8192, ), ) LLMConfigRegistry.register_config( "GEMINI_PRO", LLMConfig( "gemini/gemini-1.5-pro", ["GEMINI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=8192, ), ) LLMConfigRegistry.register_config( "GEMINI_FLASH", LLMConfig( "gemini/gemini-1.5-flash", ["GEMINI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=8192, ), ) LLMConfigRegistry.register_config( "GEMINI_2.5_PRO_PREVIEW_03_25", LLMConfig( "gemini/gemini-2.5-pro-preview-03-25", ["GEMINI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=1048576, ), ) LLMConfigRegistry.register_config( "GEMINI_2.5_PRO_EXP_03_25", LLMConfig( "gemini/gemini-2.5-pro-exp-03-25", ["GEMINI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=1048576, ), ) if settings.ENABLE_NOVITA: LLMConfigRegistry.register_config( "NOVITA_DEEPSEEK_R1", LLMConfig( "openai/deepseek/deepseek-r1", ["NOVITA_API_KEY"], supports_vision=False, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/deepseek/deepseek-r1"}, ), ), ) LLMConfigRegistry.register_config( "NOVITA_DEEPSEEK_V3", LLMConfig( "openai/deepseek/deepseek_v3", ["NOVITA_API_KEY"], supports_vision=False, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/deepseek/deepseek_v3"}, ), ), ) LLMConfigRegistry.register_config( "NOVITA_LLAMA_3_3_70B", LLMConfig( "openai/meta-llama/llama-3.3-70b-instruct", ["NOVITA_API_KEY"], supports_vision=False, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/meta-llama/llama-3.3-70b-instruct"}, ), ), ) LLMConfigRegistry.register_config( "NOVITA_LLAMA_3_2_1B", LLMConfig( "openai/meta-llama/llama-3.2-1b-instruct", ["NOVITA_API_KEY"], supports_vision=False, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/meta-llama/llama-3.2-1b-instruct"}, ), ), ) LLMConfigRegistry.register_config( "NOVITA_LLAMA_3_2_3B", LLMConfig( "openai/meta-llama/llama-3.2-3b-instruct", ["NOVITA_API_KEY"], supports_vision=False, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/meta-llama/llama-3.2-3b-instruct"}, ), ), ) LLMConfigRegistry.register_config( "NOVITA_LLAMA_3_2_11B_VISION", LLMConfig( "openai/meta-llama/llama-3.2-11b-vision-instruct", ["NOVITA_API_KEY"], supports_vision=True, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/meta-llama/llama-3.2-11b-vision-instruct"}, ), ), ) LLMConfigRegistry.register_config( "NOVITA_LLAMA_3_1_8B", LLMConfig( "openai/meta-llama/llama-3.1-8b-instruct", ["NOVITA_API_KEY"], supports_vision=False, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/meta-llama/llama-3.1-8b-instruct"}, ), ), ) LLMConfigRegistry.register_config( "NOVITA_LLAMA_3_1_70B", LLMConfig( "openai/meta-llama/llama-3.1-70b-instruct", ["NOVITA_API_KEY"], supports_vision=False, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/meta-llama/llama-3.1-70b-instruct"}, ), ), ) LLMConfigRegistry.register_config( "NOVITA_LLAMA_3_1_405B", LLMConfig( "openai/meta-llama/llama-3.1-405b-instruct", ["NOVITA_API_KEY"], supports_vision=False, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/meta-llama/llama-3.1-405b-instruct"}, ), ), ) LLMConfigRegistry.register_config( "NOVITA_LLAMA_3_8B", LLMConfig( "openai/meta-llama/llama-3-8b-instruct", ["NOVITA_API_KEY"], supports_vision=False, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/meta-llama/llama-3-8b-instruct"}, ), ), ) LLMConfigRegistry.register_config( "NOVITA_LLAMA_3_70B", LLMConfig( "openai/meta-llama/llama-3-70b-instruct", ["NOVITA_API_KEY"], supports_vision=False, add_assistant_prefix=False, litellm_params=LiteLLMParams( api_base="https://api.novita.ai/v3/openai", api_key=settings.NOVITA_API_KEY, api_version=settings.NOVITA_API_VERSION, model_info={"model_name": "openai/meta-llama/llama-3-70b-instruct"}, ), ), )