mirror of
https://github.com/Skyvern-AI/skyvern.git
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533 lines
17 KiB
Python
533 lines
17 KiB
Python
import structlog
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from skyvern.config import settings
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from skyvern.forge.sdk.api.llm.exceptions import (
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DuplicateLLMConfigError,
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InvalidLLMConfigError,
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MissingLLMProviderEnvVarsError,
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NoProviderEnabledError,
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)
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from skyvern.forge.sdk.api.llm.models import LiteLLMParams, LLMConfig, LLMRouterConfig
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LOG = structlog.get_logger()
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class LLMConfigRegistry:
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_configs: dict[str, LLMRouterConfig | LLMConfig] = {}
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@staticmethod
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def is_router_config(llm_key: str) -> bool:
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return isinstance(LLMConfigRegistry.get_config(llm_key), LLMRouterConfig)
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@staticmethod
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def validate_config(llm_key: str, config: LLMRouterConfig | LLMConfig) -> None:
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missing_env_vars = config.get_missing_env_vars()
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if missing_env_vars:
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raise MissingLLMProviderEnvVarsError(llm_key, missing_env_vars)
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@classmethod
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def register_config(cls, llm_key: str, config: LLMRouterConfig | LLMConfig) -> None:
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if llm_key in cls._configs:
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raise DuplicateLLMConfigError(llm_key)
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cls.validate_config(llm_key, config)
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LOG.debug("Registering LLM config", llm_key=llm_key)
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cls._configs[llm_key] = config
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@classmethod
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def get_config(cls, llm_key: str) -> LLMRouterConfig | LLMConfig:
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if llm_key not in cls._configs:
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raise InvalidLLMConfigError(llm_key)
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return cls._configs[llm_key]
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# if none of the LLM providers are enabled, raise an error
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if not any(
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[
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settings.ENABLE_OPENAI,
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settings.ENABLE_ANTHROPIC,
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settings.ENABLE_AZURE,
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settings.ENABLE_AZURE_GPT4O_MINI,
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settings.ENABLE_BEDROCK,
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settings.ENABLE_GEMINI,
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settings.ENABLE_NOVITA,
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]
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):
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raise NoProviderEnabledError()
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if settings.ENABLE_OPENAI:
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LLMConfigRegistry.register_config(
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"OPENAI_GPT4_TURBO",
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LLMConfig(
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"gpt-4-turbo",
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["OPENAI_API_KEY"],
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supports_vision=False,
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add_assistant_prefix=False,
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),
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)
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LLMConfigRegistry.register_config(
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"OPENAI_GPT4_5",
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LLMConfig(
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"gpt-4.5-preview",
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["OPENAI_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=False,
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),
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)
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LLMConfigRegistry.register_config(
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"OPENAI_GPT4V",
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LLMConfig(
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"gpt-4-turbo",
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["OPENAI_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=False,
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),
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)
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LLMConfigRegistry.register_config(
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"OPENAI_GPT4O",
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LLMConfig(
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"gpt-4o", ["OPENAI_API_KEY"], supports_vision=True, add_assistant_prefix=False, max_completion_tokens=16384
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),
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)
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LLMConfigRegistry.register_config(
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"OPENAI_O3_MINI",
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LLMConfig(
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"o3-mini",
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["OPENAI_API_KEY"],
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supports_vision=False,
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add_assistant_prefix=False,
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max_completion_tokens=16384,
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temperature=None, # Temperature isn't supported in the O-model series
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reasoning_effort="high",
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),
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)
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LLMConfigRegistry.register_config(
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"OPENAI_GPT4O_MINI",
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LLMConfig(
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"gpt-4o-mini",
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["OPENAI_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=False,
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max_completion_tokens=16384,
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),
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)
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LLMConfigRegistry.register_config(
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"OPENAI_GPT-4O-2024-08-06",
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LLMConfig(
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"gpt-4o-2024-08-06",
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["OPENAI_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=False,
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max_completion_tokens=16384,
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),
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)
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if settings.ENABLE_ANTHROPIC:
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LLMConfigRegistry.register_config(
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"ANTHROPIC_CLAUDE3",
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LLMConfig(
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"anthropic/claude-3-sonnet-20240229",
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["ANTHROPIC_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"ANTHROPIC_CLAUDE3_OPUS",
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LLMConfig(
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"anthropic/claude-3-opus-20240229",
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["ANTHROPIC_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"ANTHROPIC_CLAUDE3_SONNET",
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LLMConfig(
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"anthropic/claude-3-sonnet-20240229",
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["ANTHROPIC_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"ANTHROPIC_CLAUDE3_HAIKU",
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LLMConfig(
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"anthropic/claude-3-haiku-20240307",
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["ANTHROPIC_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"ANTHROPIC_CLAUDE3.5_SONNET",
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LLMConfig(
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"anthropic/claude-3-5-sonnet-latest",
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["ANTHROPIC_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=True,
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max_completion_tokens=8192,
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),
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)
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LLMConfigRegistry.register_config(
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"ANTHROPIC_CLAUDE3.7_SONNET",
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LLMConfig(
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"anthropic/claude-3-7-sonnet-latest",
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["ANTHROPIC_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=True,
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max_completion_tokens=8192,
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),
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)
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if settings.ENABLE_BEDROCK:
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# Supported through AWS IAM authentication
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LLMConfigRegistry.register_config(
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"BEDROCK_ANTHROPIC_CLAUDE3_OPUS",
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LLMConfig(
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"bedrock/anthropic.claude-3-opus-20240229-v1:0",
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["AWS_REGION"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"BEDROCK_ANTHROPIC_CLAUDE3_SONNET",
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LLMConfig(
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"bedrock/anthropic.claude-3-sonnet-20240229-v1:0",
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["AWS_REGION"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"BEDROCK_ANTHROPIC_CLAUDE3_HAIKU",
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LLMConfig(
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"bedrock/anthropic.claude-3-haiku-20240307-v1:0",
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["AWS_REGION"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"BEDROCK_ANTHROPIC_CLAUDE3.5_SONNET",
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LLMConfig(
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"bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0",
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["AWS_REGION"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"BEDROCK_ANTHROPIC_CLAUDE3.5_SONNET_INFERENCE_PROFILE",
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LLMConfig(
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"bedrock/us.anthropic.claude-3-5-sonnet-20241022-v2:0",
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["AWS_REGION"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"BEDROCK_ANTHROPIC_CLAUDE3.5_SONNET_V1",
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LLMConfig(
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"bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0",
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["AWS_REGION"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"BEDROCK_AMAZON_NOVA_PRO",
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LLMConfig(
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"bedrock/us.amazon.nova-pro-v1:0",
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["AWS_REGION"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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LLMConfigRegistry.register_config(
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"BEDROCK_AMAZON_NOVA_LITE",
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LLMConfig(
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"bedrock/us.amazon.nova-lite-v1:0",
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["AWS_REGION"],
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supports_vision=True,
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add_assistant_prefix=True,
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),
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)
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if settings.ENABLE_AZURE:
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LLMConfigRegistry.register_config(
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"AZURE_OPENAI",
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LLMConfig(
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f"azure/{settings.AZURE_DEPLOYMENT}",
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[
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"AZURE_DEPLOYMENT",
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"AZURE_API_KEY",
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"AZURE_API_BASE",
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"AZURE_API_VERSION",
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],
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supports_vision=True,
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add_assistant_prefix=False,
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),
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)
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if settings.ENABLE_AZURE_GPT4O_MINI:
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LLMConfigRegistry.register_config(
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"AZURE_OPENAI_GPT4O_MINI",
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LLMConfig(
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f"azure/{settings.AZURE_GPT4O_MINI_DEPLOYMENT}",
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[
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"AZURE_GPT4O_MINI_DEPLOYMENT",
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"AZURE_GPT4O_MINI_API_KEY",
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"AZURE_GPT4O_MINI_API_BASE",
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"AZURE_GPT4O_MINI_API_VERSION",
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],
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litellm_params=LiteLLMParams(
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api_base=settings.AZURE_GPT4O_MINI_API_BASE,
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api_key=settings.AZURE_GPT4O_MINI_API_KEY,
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api_version=settings.AZURE_GPT4O_MINI_API_VERSION,
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model_info={"model_name": "azure/gpt-4o-mini"},
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),
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supports_vision=True,
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add_assistant_prefix=False,
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),
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)
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if settings.ENABLE_AZURE_O3_MINI:
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LLMConfigRegistry.register_config(
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"AZURE_OPENAI_O3_MINI",
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LLMConfig(
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f"azure/{settings.AZURE_O3_MINI_DEPLOYMENT}",
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[
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"AZURE_O3_MINI_DEPLOYMENT",
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"AZURE_O3_MINI_API_KEY",
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"AZURE_O3_MINI_API_BASE",
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"AZURE_O3_MINI_API_VERSION",
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],
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litellm_params=LiteLLMParams(
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api_base=settings.AZURE_O3_MINI_API_BASE,
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api_key=settings.AZURE_O3_MINI_API_KEY,
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api_version=settings.AZURE_O3_MINI_API_VERSION,
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model_info={"model_name": "azure/o3-mini"},
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),
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supports_vision=False,
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add_assistant_prefix=False,
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max_completion_tokens=16384,
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temperature=None, # Temperature isn't supported in the O-model series
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reasoning_effort="low",
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),
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)
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if settings.ENABLE_GEMINI:
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LLMConfigRegistry.register_config(
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"GEMINI_FLASH_2_0",
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LLMConfig(
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"gemini/gemini-2.0-flash-001",
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["GEMINI_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=False,
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max_completion_tokens=8192,
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),
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)
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LLMConfigRegistry.register_config(
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"GEMINI_FLASH_2_0_LITE",
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LLMConfig(
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"gemini/gemini-2.0-flash-lite-preview-02-05",
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["GEMINI_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=False,
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max_completion_tokens=8192,
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),
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)
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LLMConfigRegistry.register_config(
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"GEMINI_PRO",
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LLMConfig(
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"gemini/gemini-1.5-pro",
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["GEMINI_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=False,
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max_completion_tokens=8192,
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),
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)
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LLMConfigRegistry.register_config(
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"GEMINI_FLASH",
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LLMConfig(
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"gemini/gemini-1.5-flash",
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["GEMINI_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=False,
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max_completion_tokens=8192,
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),
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)
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if settings.ENABLE_NOVITA:
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LLMConfigRegistry.register_config(
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"NOVITA_DEEPSEEK_R1",
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LLMConfig(
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"openai/deepseek/deepseek-r1",
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["NOVITA_API_KEY"],
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supports_vision=False,
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add_assistant_prefix=False,
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litellm_params=LiteLLMParams(
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api_base="https://api.novita.ai/v3/openai",
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api_key=settings.NOVITA_API_KEY,
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api_version=settings.NOVITA_API_VERSION,
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model_info={"model_name": "openai/deepseek/deepseek-r1"},
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),
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),
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)
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LLMConfigRegistry.register_config(
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"NOVITA_DEEPSEEK_V3",
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LLMConfig(
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"openai/deepseek/deepseek_v3",
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["NOVITA_API_KEY"],
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supports_vision=False,
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add_assistant_prefix=False,
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litellm_params=LiteLLMParams(
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api_base="https://api.novita.ai/v3/openai",
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api_key=settings.NOVITA_API_KEY,
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api_version=settings.NOVITA_API_VERSION,
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model_info={"model_name": "openai/deepseek/deepseek_v3"},
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),
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),
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)
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LLMConfigRegistry.register_config(
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"NOVITA_LLAMA_3_3_70B",
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LLMConfig(
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"openai/meta-llama/llama-3.3-70b-instruct",
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["NOVITA_API_KEY"],
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supports_vision=False,
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add_assistant_prefix=False,
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litellm_params=LiteLLMParams(
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api_base="https://api.novita.ai/v3/openai",
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api_key=settings.NOVITA_API_KEY,
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api_version=settings.NOVITA_API_VERSION,
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model_info={"model_name": "openai/meta-llama/llama-3.3-70b-instruct"},
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),
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),
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)
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LLMConfigRegistry.register_config(
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"NOVITA_LLAMA_3_2_1B",
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LLMConfig(
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"openai/meta-llama/llama-3.2-1b-instruct",
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["NOVITA_API_KEY"],
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supports_vision=False,
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add_assistant_prefix=False,
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litellm_params=LiteLLMParams(
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api_base="https://api.novita.ai/v3/openai",
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api_key=settings.NOVITA_API_KEY,
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api_version=settings.NOVITA_API_VERSION,
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model_info={"model_name": "openai/meta-llama/llama-3.2-1b-instruct"},
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),
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),
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)
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LLMConfigRegistry.register_config(
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"NOVITA_LLAMA_3_2_3B",
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LLMConfig(
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"openai/meta-llama/llama-3.2-3b-instruct",
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["NOVITA_API_KEY"],
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supports_vision=False,
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add_assistant_prefix=False,
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litellm_params=LiteLLMParams(
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api_base="https://api.novita.ai/v3/openai",
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api_key=settings.NOVITA_API_KEY,
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api_version=settings.NOVITA_API_VERSION,
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model_info={"model_name": "openai/meta-llama/llama-3.2-3b-instruct"},
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),
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),
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)
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LLMConfigRegistry.register_config(
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"NOVITA_LLAMA_3_2_11B_VISION",
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LLMConfig(
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"openai/meta-llama/llama-3.2-11b-vision-instruct",
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["NOVITA_API_KEY"],
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supports_vision=True,
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add_assistant_prefix=False,
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litellm_params=LiteLLMParams(
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api_base="https://api.novita.ai/v3/openai",
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api_key=settings.NOVITA_API_KEY,
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api_version=settings.NOVITA_API_VERSION,
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model_info={"model_name": "openai/meta-llama/llama-3.2-11b-vision-instruct"},
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),
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),
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)
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LLMConfigRegistry.register_config(
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"NOVITA_LLAMA_3_1_8B",
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LLMConfig(
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"openai/meta-llama/llama-3.1-8b-instruct",
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["NOVITA_API_KEY"],
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supports_vision=False,
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add_assistant_prefix=False,
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litellm_params=LiteLLMParams(
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api_base="https://api.novita.ai/v3/openai",
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api_key=settings.NOVITA_API_KEY,
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api_version=settings.NOVITA_API_VERSION,
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model_info={"model_name": "openai/meta-llama/llama-3.1-8b-instruct"},
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),
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),
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)
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LLMConfigRegistry.register_config(
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"NOVITA_LLAMA_3_1_70B",
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LLMConfig(
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"openai/meta-llama/llama-3.1-70b-instruct",
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["NOVITA_API_KEY"],
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supports_vision=False,
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add_assistant_prefix=False,
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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"},
|
|
),
|
|
),
|
|
)
|