mirror of
https://github.com/BerriAI/litellm.git
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[Refactor] - Lazy load 41 configuration classes (#18267)
This commit is contained in:
Alexsander Hamir
GitHub
parent
5b1fda02fb
commit
d9181c188e
2 changed files with 387 additions and 38 deletions
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@ -1063,46 +1063,8 @@ from .utils import client
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# Note: Most other utils imports are lazy-loaded via __getattr__ to avoid loading utils.py
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# (which imports tiktoken) at import time
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from .llms.bytez.chat.transformation import BytezChatConfig
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from .llms.custom_llm import CustomLLM
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from .llms.aiohttp_openai.chat.transformation import AiohttpOpenAIChatConfig
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from .llms.github.chat.transformation import GithubChatConfig
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from .llms.compactifai.chat.transformation import CompactifAIChatConfig
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from .llms.empower.chat.transformation import EmpowerChatConfig
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from .llms.huggingface.chat.transformation import HuggingFaceChatConfig
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from .llms.huggingface.embedding.transformation import HuggingFaceEmbeddingConfig
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from .llms.oobabooga.chat.transformation import OobaboogaConfig
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from .llms.maritalk import MaritalkConfig
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from .llms.openrouter.chat.transformation import OpenrouterConfig
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from .llms.datarobot.chat.transformation import DataRobotConfig
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from .llms.anthropic.chat.transformation import AnthropicConfig
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from .llms.anthropic.common_utils import AnthropicModelInfo
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from .llms.azure_ai.anthropic.transformation import AzureAnthropicConfig
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from .llms.groq.stt.transformation import GroqSTTConfig
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from .llms.anthropic.completion.transformation import AnthropicTextConfig
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from .llms.triton.completion.transformation import TritonConfig
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from .llms.triton.completion.transformation import TritonGenerateConfig
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from .llms.triton.completion.transformation import TritonInferConfig
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from .llms.triton.embedding.transformation import TritonEmbeddingConfig
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from .llms.huggingface.rerank.transformation import HuggingFaceRerankConfig
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from .llms.databricks.chat.transformation import DatabricksConfig
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from .llms.databricks.embed.transformation import DatabricksEmbeddingConfig
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from .llms.predibase.chat.transformation import PredibaseConfig
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from .llms.replicate.chat.transformation import ReplicateConfig
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from .llms.snowflake.chat.transformation import SnowflakeConfig
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from .llms.cohere.rerank.transformation import CohereRerankConfig
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from .llms.cohere.rerank_v2.transformation import CohereRerankV2Config
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from .llms.azure_ai.rerank.transformation import AzureAIRerankConfig
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from .llms.infinity.rerank.transformation import InfinityRerankConfig
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from .llms.jina_ai.rerank.transformation import JinaAIRerankConfig
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from .llms.deepinfra.rerank.transformation import DeepinfraRerankConfig
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from .llms.hosted_vllm.rerank.transformation import HostedVLLMRerankConfig
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from .llms.nvidia_nim.rerank.transformation import NvidiaNimRerankConfig
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from .llms.nvidia_nim.rerank.ranking_transformation import NvidiaNimRankingConfig
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from .llms.vertex_ai.rerank.transformation import VertexAIRerankConfig
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from .llms.fireworks_ai.rerank.transformation import FireworksAIRerankConfig
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from .llms.voyage.rerank.transformation import VoyageRerankConfig
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from .llms.clarifai.chat.transformation import ClarifaiConfig
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from .llms.ai21.chat.transformation import AI21ChatConfig, AI21ChatConfig as AI21Config
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from .llms.meta_llama.chat.transformation import LlamaAPIConfig
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from .llms.anthropic.experimental_pass_through.messages.transformation import (
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@ -1510,6 +1472,51 @@ if TYPE_CHECKING:
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from litellm.types.utils import ModelInfo as _ModelInfoType
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from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler
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from litellm.caching.caching import Cache
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# Type stubs for lazy-loaded configs to help mypy
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from .llms.bedrock.chat.converse_transformation import AmazonConverseConfig as AmazonConverseConfig
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from .llms.openai_like.chat.handler import OpenAILikeChatConfig as OpenAILikeChatConfig
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from .llms.galadriel.chat.transformation import GaladrielChatConfig as GaladrielChatConfig
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from .llms.github.chat.transformation import GithubChatConfig as GithubChatConfig
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from .llms.azure_ai.anthropic.transformation import AzureAnthropicConfig as AzureAnthropicConfig
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from .llms.bytez.chat.transformation import BytezChatConfig as BytezChatConfig
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from .llms.compactifai.chat.transformation import CompactifAIChatConfig as CompactifAIChatConfig
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from .llms.empower.chat.transformation import EmpowerChatConfig as EmpowerChatConfig
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from .llms.aiohttp_openai.chat.transformation import AiohttpOpenAIChatConfig as AiohttpOpenAIChatConfig
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from .llms.huggingface.chat.transformation import HuggingFaceChatConfig as HuggingFaceChatConfig
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from .llms.huggingface.embedding.transformation import HuggingFaceEmbeddingConfig as HuggingFaceEmbeddingConfig
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from .llms.oobabooga.chat.transformation import OobaboogaConfig as OobaboogaConfig
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from .llms.maritalk import MaritalkConfig as MaritalkConfig
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from .llms.openrouter.chat.transformation import OpenrouterConfig as OpenrouterConfig
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from .llms.datarobot.chat.transformation import DataRobotConfig as DataRobotConfig
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from .llms.anthropic.chat.transformation import AnthropicConfig as AnthropicConfig
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from .llms.anthropic.completion.transformation import AnthropicTextConfig as AnthropicTextConfig
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from .llms.groq.stt.transformation import GroqSTTConfig as GroqSTTConfig
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from .llms.triton.completion.transformation import TritonConfig as TritonConfig
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from .llms.triton.completion.transformation import TritonGenerateConfig as TritonGenerateConfig
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from .llms.triton.completion.transformation import TritonInferConfig as TritonInferConfig
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from .llms.triton.embedding.transformation import TritonEmbeddingConfig as TritonEmbeddingConfig
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from .llms.huggingface.rerank.transformation import HuggingFaceRerankConfig as HuggingFaceRerankConfig
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from .llms.databricks.chat.transformation import DatabricksConfig as DatabricksConfig
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from .llms.databricks.embed.transformation import DatabricksEmbeddingConfig as DatabricksEmbeddingConfig
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from .llms.predibase.chat.transformation import PredibaseConfig as PredibaseConfig
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from .llms.replicate.chat.transformation import ReplicateConfig as ReplicateConfig
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from .llms.snowflake.chat.transformation import SnowflakeConfig as SnowflakeConfig
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from .llms.cohere.rerank.transformation import CohereRerankConfig as CohereRerankConfig
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from .llms.cohere.rerank_v2.transformation import CohereRerankV2Config as CohereRerankV2Config
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from .llms.azure_ai.rerank.transformation import AzureAIRerankConfig as AzureAIRerankConfig
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from .llms.infinity.rerank.transformation import InfinityRerankConfig as InfinityRerankConfig
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from .llms.jina_ai.rerank.transformation import JinaAIRerankConfig as JinaAIRerankConfig
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from .llms.deepinfra.rerank.transformation import DeepinfraRerankConfig as DeepinfraRerankConfig
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from .llms.hosted_vllm.rerank.transformation import HostedVLLMRerankConfig as HostedVLLMRerankConfig
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from .llms.nvidia_nim.rerank.transformation import NvidiaNimRerankConfig as NvidiaNimRerankConfig
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from .llms.nvidia_nim.rerank.ranking_transformation import NvidiaNimRankingConfig as NvidiaNimRankingConfig
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from .llms.vertex_ai.rerank.transformation import VertexAIRerankConfig as VertexAIRerankConfig
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from .llms.fireworks_ai.rerank.transformation import FireworksAIRerankConfig as FireworksAIRerankConfig
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from .llms.voyage.rerank.transformation import VoyageRerankConfig as VoyageRerankConfig
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from .llms.clarifai.chat.transformation import ClarifaiConfig as ClarifaiConfig
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from .llms.ai21.chat.transformation import AI21ChatConfig as AI21ChatConfig
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from .llms.ai21.chat.transformation import AI21Config as AI21Config
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from litellm.caching.llm_caching_handler import LLMClientCache
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from litellm.types.llms.bedrock import COHERE_EMBEDDING_INPUT_TYPES
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from litellm.types.utils import (
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@ -159,6 +159,44 @@ LLM_CONFIG_NAMES = (
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"AmazonConverseConfig",
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"OpenAILikeChatConfig",
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"GaladrielChatConfig",
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"GithubChatConfig",
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"AzureAnthropicConfig",
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"BytezChatConfig",
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"CompactifAIChatConfig",
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"EmpowerChatConfig",
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"AiohttpOpenAIChatConfig",
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"HuggingFaceChatConfig",
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"HuggingFaceEmbeddingConfig",
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"OobaboogaConfig",
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"MaritalkConfig",
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"OpenrouterConfig",
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"DataRobotConfig",
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"AnthropicConfig",
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"AnthropicTextConfig",
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"GroqSTTConfig",
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"TritonConfig",
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"TritonGenerateConfig",
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"TritonInferConfig",
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"TritonEmbeddingConfig",
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"HuggingFaceRerankConfig",
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"DatabricksConfig",
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"DatabricksEmbeddingConfig",
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"PredibaseConfig",
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"ReplicateConfig",
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"SnowflakeConfig",
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"CohereRerankConfig",
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"CohereRerankV2Config",
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"AzureAIRerankConfig",
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"InfinityRerankConfig",
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"JinaAIRerankConfig",
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"DeepinfraRerankConfig",
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"HostedVLLMRerankConfig",
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"NvidiaNimRerankConfig",
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"NvidiaNimRankingConfig",
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"VertexAIRerankConfig",
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"FireworksAIRerankConfig",
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"VoyageRerankConfig",
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"ClarifaiConfig",
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)
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# Types that support lazy loading via _lazy_import_types
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@ -669,4 +707,308 @@ def _lazy_import_llm_configs(name: str) -> Any:
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_globals["GaladrielChatConfig"] = _GaladrielChatConfig
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return _GaladrielChatConfig
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if name == "GithubChatConfig":
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from .llms.github.chat.transformation import (
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GithubChatConfig as _GithubChatConfig,
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)
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_globals["GithubChatConfig"] = _GithubChatConfig
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return _GithubChatConfig
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if name == "AzureAnthropicConfig":
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from .llms.azure_ai.anthropic.transformation import (
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AzureAnthropicConfig as _AzureAnthropicConfig,
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)
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_globals["AzureAnthropicConfig"] = _AzureAnthropicConfig
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return _AzureAnthropicConfig
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if name == "BytezChatConfig":
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from .llms.bytez.chat.transformation import (
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BytezChatConfig as _BytezChatConfig,
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)
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_globals["BytezChatConfig"] = _BytezChatConfig
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return _BytezChatConfig
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if name == "CompactifAIChatConfig":
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from .llms.compactifai.chat.transformation import (
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CompactifAIChatConfig as _CompactifAIChatConfig,
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)
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_globals["CompactifAIChatConfig"] = _CompactifAIChatConfig
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return _CompactifAIChatConfig
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if name == "EmpowerChatConfig":
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from .llms.empower.chat.transformation import (
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EmpowerChatConfig as _EmpowerChatConfig,
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)
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_globals["EmpowerChatConfig"] = _EmpowerChatConfig
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return _EmpowerChatConfig
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if name == "AiohttpOpenAIChatConfig":
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from .llms.aiohttp_openai.chat.transformation import (
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AiohttpOpenAIChatConfig as _AiohttpOpenAIChatConfig,
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)
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_globals["AiohttpOpenAIChatConfig"] = _AiohttpOpenAIChatConfig
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return _AiohttpOpenAIChatConfig
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if name == "HuggingFaceChatConfig":
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from .llms.huggingface.chat.transformation import (
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HuggingFaceChatConfig as _HuggingFaceChatConfig,
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)
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_globals["HuggingFaceChatConfig"] = _HuggingFaceChatConfig
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return _HuggingFaceChatConfig
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if name == "HuggingFaceEmbeddingConfig":
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from .llms.huggingface.embedding.transformation import (
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HuggingFaceEmbeddingConfig as _HuggingFaceEmbeddingConfig,
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)
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_globals["HuggingFaceEmbeddingConfig"] = _HuggingFaceEmbeddingConfig
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return _HuggingFaceEmbeddingConfig
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if name == "OobaboogaConfig":
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from .llms.oobabooga.chat.transformation import (
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OobaboogaConfig as _OobaboogaConfig,
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)
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_globals["OobaboogaConfig"] = _OobaboogaConfig
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return _OobaboogaConfig
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if name == "MaritalkConfig":
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from .llms.maritalk import (
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MaritalkConfig as _MaritalkConfig,
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)
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_globals["MaritalkConfig"] = _MaritalkConfig
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return _MaritalkConfig
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if name == "OpenrouterConfig":
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from .llms.openrouter.chat.transformation import (
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OpenrouterConfig as _OpenrouterConfig,
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)
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_globals["OpenrouterConfig"] = _OpenrouterConfig
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return _OpenrouterConfig
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if name == "DataRobotConfig":
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from .llms.datarobot.chat.transformation import (
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DataRobotConfig as _DataRobotConfig,
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)
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_globals["DataRobotConfig"] = _DataRobotConfig
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return _DataRobotConfig
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if name == "AnthropicConfig":
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from .llms.anthropic.chat.transformation import (
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AnthropicConfig as _AnthropicConfig,
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)
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_globals["AnthropicConfig"] = _AnthropicConfig
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return _AnthropicConfig
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if name == "AnthropicTextConfig":
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from .llms.anthropic.completion.transformation import (
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AnthropicTextConfig as _AnthropicTextConfig,
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)
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_globals["AnthropicTextConfig"] = _AnthropicTextConfig
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return _AnthropicTextConfig
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if name == "GroqSTTConfig":
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from .llms.groq.stt.transformation import (
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GroqSTTConfig as _GroqSTTConfig,
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)
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_globals["GroqSTTConfig"] = _GroqSTTConfig
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return _GroqSTTConfig
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if name == "TritonConfig":
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from .llms.triton.completion.transformation import (
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TritonConfig as _TritonConfig,
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)
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_globals["TritonConfig"] = _TritonConfig
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return _TritonConfig
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if name == "TritonGenerateConfig":
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from .llms.triton.completion.transformation import (
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TritonGenerateConfig as _TritonGenerateConfig,
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)
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_globals["TritonGenerateConfig"] = _TritonGenerateConfig
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return _TritonGenerateConfig
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if name == "TritonInferConfig":
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from .llms.triton.completion.transformation import (
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TritonInferConfig as _TritonInferConfig,
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)
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_globals["TritonInferConfig"] = _TritonInferConfig
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return _TritonInferConfig
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if name == "TritonEmbeddingConfig":
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from .llms.triton.embedding.transformation import (
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TritonEmbeddingConfig as _TritonEmbeddingConfig,
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)
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_globals["TritonEmbeddingConfig"] = _TritonEmbeddingConfig
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return _TritonEmbeddingConfig
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if name == "HuggingFaceRerankConfig":
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from .llms.huggingface.rerank.transformation import (
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HuggingFaceRerankConfig as _HuggingFaceRerankConfig,
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)
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_globals["HuggingFaceRerankConfig"] = _HuggingFaceRerankConfig
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return _HuggingFaceRerankConfig
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if name == "DatabricksConfig":
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from .llms.databricks.chat.transformation import (
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DatabricksConfig as _DatabricksConfig,
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)
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_globals["DatabricksConfig"] = _DatabricksConfig
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return _DatabricksConfig
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if name == "DatabricksEmbeddingConfig":
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from .llms.databricks.embed.transformation import (
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DatabricksEmbeddingConfig as _DatabricksEmbeddingConfig,
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)
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_globals["DatabricksEmbeddingConfig"] = _DatabricksEmbeddingConfig
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return _DatabricksEmbeddingConfig
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if name == "PredibaseConfig":
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from .llms.predibase.chat.transformation import (
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PredibaseConfig as _PredibaseConfig,
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)
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_globals["PredibaseConfig"] = _PredibaseConfig
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return _PredibaseConfig
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if name == "ReplicateConfig":
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from .llms.replicate.chat.transformation import (
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ReplicateConfig as _ReplicateConfig,
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)
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_globals["ReplicateConfig"] = _ReplicateConfig
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return _ReplicateConfig
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if name == "SnowflakeConfig":
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from .llms.snowflake.chat.transformation import (
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SnowflakeConfig as _SnowflakeConfig,
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)
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_globals["SnowflakeConfig"] = _SnowflakeConfig
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return _SnowflakeConfig
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if name == "CohereRerankConfig":
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from .llms.cohere.rerank.transformation import (
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CohereRerankConfig as _CohereRerankConfig,
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)
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_globals["CohereRerankConfig"] = _CohereRerankConfig
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return _CohereRerankConfig
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if name == "CohereRerankV2Config":
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from .llms.cohere.rerank_v2.transformation import (
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CohereRerankV2Config as _CohereRerankV2Config,
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)
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_globals["CohereRerankV2Config"] = _CohereRerankV2Config
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return _CohereRerankV2Config
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if name == "AzureAIRerankConfig":
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from .llms.azure_ai.rerank.transformation import (
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AzureAIRerankConfig as _AzureAIRerankConfig,
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)
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_globals["AzureAIRerankConfig"] = _AzureAIRerankConfig
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return _AzureAIRerankConfig
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if name == "InfinityRerankConfig":
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from .llms.infinity.rerank.transformation import (
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InfinityRerankConfig as _InfinityRerankConfig,
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)
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_globals["InfinityRerankConfig"] = _InfinityRerankConfig
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return _InfinityRerankConfig
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if name == "JinaAIRerankConfig":
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from .llms.jina_ai.rerank.transformation import (
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JinaAIRerankConfig as _JinaAIRerankConfig,
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)
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_globals["JinaAIRerankConfig"] = _JinaAIRerankConfig
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return _JinaAIRerankConfig
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if name == "DeepinfraRerankConfig":
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from .llms.deepinfra.rerank.transformation import (
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DeepinfraRerankConfig as _DeepinfraRerankConfig,
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)
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_globals["DeepinfraRerankConfig"] = _DeepinfraRerankConfig
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return _DeepinfraRerankConfig
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if name == "HostedVLLMRerankConfig":
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from .llms.hosted_vllm.rerank.transformation import (
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HostedVLLMRerankConfig as _HostedVLLMRerankConfig,
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)
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_globals["HostedVLLMRerankConfig"] = _HostedVLLMRerankConfig
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return _HostedVLLMRerankConfig
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|
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if name == "NvidiaNimRerankConfig":
|
||||
from .llms.nvidia_nim.rerank.transformation import (
|
||||
NvidiaNimRerankConfig as _NvidiaNimRerankConfig,
|
||||
)
|
||||
|
||||
_globals["NvidiaNimRerankConfig"] = _NvidiaNimRerankConfig
|
||||
return _NvidiaNimRerankConfig
|
||||
|
||||
if name == "NvidiaNimRankingConfig":
|
||||
from .llms.nvidia_nim.rerank.ranking_transformation import (
|
||||
NvidiaNimRankingConfig as _NvidiaNimRankingConfig,
|
||||
)
|
||||
|
||||
_globals["NvidiaNimRankingConfig"] = _NvidiaNimRankingConfig
|
||||
return _NvidiaNimRankingConfig
|
||||
|
||||
if name == "VertexAIRerankConfig":
|
||||
from .llms.vertex_ai.rerank.transformation import (
|
||||
VertexAIRerankConfig as _VertexAIRerankConfig,
|
||||
)
|
||||
|
||||
_globals["VertexAIRerankConfig"] = _VertexAIRerankConfig
|
||||
return _VertexAIRerankConfig
|
||||
|
||||
if name == "FireworksAIRerankConfig":
|
||||
from .llms.fireworks_ai.rerank.transformation import (
|
||||
FireworksAIRerankConfig as _FireworksAIRerankConfig,
|
||||
)
|
||||
|
||||
_globals["FireworksAIRerankConfig"] = _FireworksAIRerankConfig
|
||||
return _FireworksAIRerankConfig
|
||||
|
||||
if name == "VoyageRerankConfig":
|
||||
from .llms.voyage.rerank.transformation import (
|
||||
VoyageRerankConfig as _VoyageRerankConfig,
|
||||
)
|
||||
|
||||
_globals["VoyageRerankConfig"] = _VoyageRerankConfig
|
||||
return _VoyageRerankConfig
|
||||
|
||||
if name == "ClarifaiConfig":
|
||||
from .llms.clarifai.chat.transformation import (
|
||||
ClarifaiConfig as _ClarifaiConfig,
|
||||
)
|
||||
|
||||
_globals["ClarifaiConfig"] = _ClarifaiConfig
|
||||
return _ClarifaiConfig
|
||||
|
||||
raise AttributeError(f"LLM config lazy import: unknown attribute {name!r}")
|
||||
Loading…
Add table
Reference in a new issue