rename llms/OpenAI/ -> llms/openai/ (#7154)

* rename OpenAI -> openai

* fix file rename

* fix rename changes

* fix organization of openai/transcription

* fix import OA fine tuning API

* fix openai ft handler

* fix handler import

litellm/__init__.py

@@ -1134,26 +1134,26 @@ from .llms.bedrock.embed.amazon_titan_v2_transformation import (
 )
 from .llms.cohere.chat.transformation import CohereChatConfig
 from .llms.bedrock.embed.cohere_transformation import BedrockCohereEmbeddingConfig
-from .llms.OpenAI.openai import (
+from .llms.openai.openai import (
     OpenAIConfig,
     MistralEmbeddingConfig,
     DeepInfraConfig,
 )
-from litellm.llms.OpenAI.completion.transformation import OpenAITextCompletionConfig
+from litellm.llms.openai.completion.transformation import OpenAITextCompletionConfig
 from .llms.groq.chat.transformation import GroqChatConfig
 from .llms.azure_ai.chat.transformation import AzureAIStudioConfig
 from .llms.mistral.mistral_chat_transformation import MistralConfig
-from .llms.OpenAI.chat.o1_transformation import (
+from .llms.openai.chat.o1_transformation import (
     OpenAIO1Config,
 )
 
 openAIO1Config = OpenAIO1Config()
-from .llms.OpenAI.chat.gpt_transformation import (
+from .llms.openai.chat.gpt_transformation import (
     OpenAIGPTConfig,
 )
 
 openAIGPTConfig = OpenAIGPTConfig()
-from .llms.OpenAI.chat.gpt_audio_transformation import (
+from .llms.openai.chat.gpt_audio_transformation import (
     OpenAIGPTAudioConfig,
 )
 

litellm/assistants/main.py

@@ -22,7 +22,7 @@ from litellm.utils import (
 )
 
 from ..llms.azure.assistants import AzureAssistantsAPI
-from ..llms.OpenAI.openai import OpenAIAssistantsAPI
+from ..llms.openai.openai import OpenAIAssistantsAPI
 from ..types.llms.openai import *
 from ..types.router import *
 from .utils import get_optional_params_add_message

litellm/batches/main.py

@@ -21,7 +21,7 @@ import httpx
 import litellm
 from litellm import client
 from litellm.llms.azure.azure import AzureBatchesAPI
-from litellm.llms.OpenAI.openai import OpenAIBatchesAPI
+from litellm.llms.openai.openai import OpenAIBatchesAPI
 from litellm.llms.vertex_ai_and_google_ai_studio.batches.handler import (
     VertexAIBatchPrediction,
 )

litellm/cost_calculator.py

@@ -40,11 +40,11 @@ from litellm.llms.databricks.cost_calculator import (
 from litellm.llms.fireworks_ai.cost_calculator import (
     cost_per_token as fireworks_ai_cost_per_token,
 )
-from litellm.llms.OpenAI.cost_calculation import (
+from litellm.llms.openai.cost_calculation import (
     cost_per_second as openai_cost_per_second,
 )
-from litellm.llms.OpenAI.cost_calculation import cost_per_token as openai_cost_per_token
+from litellm.llms.openai.cost_calculation import cost_per_token as openai_cost_per_token
-from litellm.llms.OpenAI.cost_calculation import cost_router as openai_cost_router
+from litellm.llms.openai.cost_calculation import cost_router as openai_cost_router
 from litellm.llms.together_ai.cost_calculator import get_model_params_and_category
 from litellm.llms.vertex_ai_and_google_ai_studio.image_generation.cost_calculator import (
     cost_calculator as vertex_ai_image_cost_calculator,

litellm/files/main.py

@@ -16,7 +16,7 @@ import httpx
 import litellm
 from litellm import client, get_secret_str
 from litellm.llms.files_apis.azure import AzureOpenAIFilesAPI
-from litellm.llms.OpenAI.openai import FileDeleted, FileObject, OpenAIFilesAPI
+from litellm.llms.openai.openai import FileDeleted, FileObject, OpenAIFilesAPI
 from litellm.llms.vertex_ai_and_google_ai_studio.files.handler import (
     VertexAIFilesHandler,
 )

litellm/fine_tuning/main.py

@@ -19,11 +19,7 @@ import httpx
 import litellm
 from litellm._logging import verbose_logger
 from litellm.llms.fine_tuning_apis.azure import AzureOpenAIFineTuningAPI
-from litellm.llms.fine_tuning_apis.openai import (
+from litellm.llms.openai.fine_tuning.handler import OpenAIFineTuningAPI, FineTuningJob, FineTuningJobCreate
-    FineTuningJob,
-    FineTuningJobCreate,
-    OpenAIFineTuningAPI,
-)
 from litellm.llms.fine_tuning_apis.vertex_ai import VertexFineTuningAPI
 from litellm.secret_managers.main import get_secret_str
 from litellm.types.llms.openai import Hyperparameters

litellm/llms/azure/assistants.py

@@ -476,7 +476,7 @@ class AzureAssistantsAPI(BaseLLM):
         """
         Here's an example:
         ```
-        from litellm.llms.OpenAI.openai import OpenAIAssistantsAPI, MessageData
+        from litellm.llms.openai.openai import OpenAIAssistantsAPI, MessageData
 
         # create thread
         message: MessageData = {"role": "user", "content": "Hey, how's it going?"}

litellm/llms/azure/chat/o1_transformation.py

@@ -18,7 +18,7 @@ from typing import Any, List, Optional, Union
 import litellm
 from litellm.types.llms.openai import AllMessageValues, ChatCompletionUserMessage
 
-from ...OpenAI.chat.o1_transformation import OpenAIO1Config
+from ...openai.chat.o1_transformation import OpenAIO1Config
 
 
 class AzureOpenAIO1Config(OpenAIO1Config):

litellm/llms/azure_ai/chat/handler.py

@@ -3,7 +3,7 @@ from typing import Any, Callable, List, Optional, Union
 from httpx._config import Timeout
 
 from litellm.llms.bedrock.chat.invoke_handler import MockResponseIterator
-from litellm.llms.OpenAI.openai import OpenAIChatCompletion
+from litellm.llms.openai.openai import OpenAIChatCompletion
 from litellm.types.utils import ModelResponse
 from litellm.utils import CustomStreamWrapper
 

litellm/llms/azure_ai/chat/transformation.py

@@ -2,7 +2,7 @@ from typing import List, Optional, Tuple
 
 import litellm
 from litellm._logging import verbose_logger
-from litellm.llms.OpenAI.openai import OpenAIConfig
+from litellm.llms.openai.openai import OpenAIConfig
 from litellm.llms.prompt_templates.common_utils import (
     _audio_or_image_in_message_content,
     convert_content_list_to_str,

litellm/llms/azure_ai/embed/handler.py

@@ -16,7 +16,7 @@ from litellm.llms.custom_httpx.http_handler import (
     _get_httpx_client,
     get_async_httpx_client,
 )
-from litellm.llms.OpenAI.openai import OpenAIChatCompletion
+from litellm.llms.openai.openai import OpenAIChatCompletion
 from litellm.types.llms.azure_ai import ImageEmbeddingRequest
 from litellm.types.utils import Embedding, EmbeddingResponse
 from litellm.utils import convert_to_model_response_object, is_base64_encoded

litellm/llms/azure_text.py

@@ -20,8 +20,8 @@ from litellm.utils import (
 )
 
 from .base import BaseLLM
-from .OpenAI.completion.handler import OpenAITextCompletion
+from .openai.completion.handler import OpenAITextCompletion
-from .OpenAI.completion.transformation import OpenAITextCompletionConfig
+from .openai.completion.transformation import OpenAITextCompletionConfig
 from .prompt_templates.factory import custom_prompt, prompt_factory
 
 openai_text_completion_config = OpenAITextCompletionConfig()

litellm/llms/databricks/chat/transformation.py

@@ -10,7 +10,7 @@ from pydantic import BaseModel
 from litellm.types.llms.openai import AllMessageValues
 from litellm.types.utils import ProviderField
 
-from ...OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
 from ...prompt_templates.common_utils import (
     handle_messages_with_content_list_to_str_conversion,
     strip_name_from_messages,

litellm/llms/deepseek/chat/transformation.py

@@ -12,7 +12,7 @@ from litellm.secret_managers.main import get_secret_str
 from litellm.types.llms.openai import AllMessageValues, ChatCompletionAssistantMessage
 
 from ....utils import _remove_additional_properties, _remove_strict_from_schema
-from ...OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
 from ...prompt_templates.common_utils import (
     handle_messages_with_content_list_to_str_conversion,
 )

litellm/llms/fireworks_ai/chat/transformation.py

@@ -3,7 +3,7 @@ from typing import Literal, Optional, Tuple, Union
 
 from litellm.secret_managers.main import get_secret_str
 
-from ...OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
 from ..embed.fireworks_ai_transformation import FireworksAIEmbeddingConfig
 
 

litellm/llms/groq/chat/transformation.py

@@ -17,7 +17,7 @@ from litellm.types.llms.openai import (
     ChatCompletionToolParamFunctionChunk,
 )
 
-from ...OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
 
 
 class GroqChatConfig(OpenAIGPTConfig):

litellm/llms/hosted_vllm/chat/transformation.py

@@ -12,7 +12,7 @@ from litellm.secret_managers.main import get_secret_str
 from litellm.types.llms.openai import AllMessageValues, ChatCompletionAssistantMessage
 
 from ....utils import _remove_additional_properties, _remove_strict_from_schema
-from ...OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
 
 
 class HostedVLLMChatConfig(OpenAIGPTConfig):

litellm/llms/lm_studio/chat/transformation.py

@@ -12,7 +12,7 @@ from litellm.secret_managers.main import get_secret_str
 from litellm.types.llms.openai import AllMessageValues, ChatCompletionAssistantMessage
 
 from ....utils import _remove_additional_properties, _remove_strict_from_schema
-from ...OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
 
 
 class LMStudioChatConfig(OpenAIGPTConfig):

litellm/llms/openai/chat/o1_handler.py

@@ -10,7 +10,7 @@ from typing import Any, Callable, List, Optional, Union
 from httpx._config import Timeout
 
 from litellm.llms.bedrock.chat.invoke_handler import MockResponseIterator
-from litellm.llms.OpenAI.openai import OpenAIChatCompletion
+from litellm.llms.openai.openai import OpenAIChatCompletion
 from litellm.types.utils import ModelResponse
 from litellm.utils import CustomStreamWrapper
 

litellm/llms/openai/fine_tuning/handler.py

@@ -6,11 +6,10 @@ from openai.pagination import AsyncCursorPage
 from openai.types.fine_tuning import FineTuningJob
 
 from litellm._logging import verbose_logger
-from litellm.llms.base import BaseLLM
 from litellm.types.llms.openai import FineTuningJobCreate
 
 
-class OpenAIFineTuningAPI(BaseLLM):
+class OpenAIFineTuningAPI:
     """
     OpenAI methods to support for batches
     """

litellm/llms/openai/transcriptions/handler.py

@@ -9,8 +9,7 @@ from litellm.litellm_core_utils.audio_utils.utils import get_audio_file_name
 from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 from litellm.types.utils import FileTypes
 from litellm.utils import TranscriptionResponse, convert_to_model_response_object
-
+from ..openai import OpenAIChatCompletion
-from .openai import OpenAIChatCompletion
 
 
 class OpenAIAudioTranscription(OpenAIChatCompletion):

litellm/llms/openai_like/chat/transformation.py

@@ -14,7 +14,7 @@ from litellm.types.llms.openai import AllMessageValues, ChatCompletionAssistantM
 from litellm.types.utils import ModelResponse
 
 from ....utils import _remove_additional_properties, _remove_strict_from_schema
-from ...OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
 
 
 class OpenAILikeChatConfig(OpenAIGPTConfig):

litellm/llms/perplexity/chat/transformation.py

@@ -12,7 +12,7 @@ from litellm.secret_managers.main import get_secret_str
 from litellm.types.llms.openai import AllMessageValues, ChatCompletionAssistantMessage
 
 from ....utils import _remove_additional_properties, _remove_strict_from_schema
-from ...OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
 
 
 class PerplexityChatConfig(OpenAIGPTConfig):

litellm/llms/together_ai/chat.py

@@ -10,7 +10,7 @@ from typing import Optional
 
 from litellm import get_model_info, verbose_logger
 
-from ..OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ..openai.chat.gpt_transformation import OpenAIGPTConfig
 
 
 class TogetherAIConfig(OpenAIGPTConfig):

litellm/llms/together_ai/completion/handler.py

@@ -12,7 +12,7 @@ from litellm.litellm_core_utils.litellm_logging import Logging
 from litellm.types.llms.openai import AllMessageValues, OpenAITextCompletionUserMessage
 from litellm.utils import ModelResponse
 
-from ...OpenAI.completion.handler import OpenAITextCompletion
+from ...openai.completion.handler import OpenAITextCompletion
 from .transformation import TogetherAITextCompletionConfig
 
 together_ai_text_completion_global_config = TogetherAITextCompletionConfig()

litellm/llms/together_ai/completion/transformation.py

@@ -8,14 +8,14 @@ Docs: https://docs.together.ai/reference/completions-1
 
 from typing import List, Union, cast
 
-from litellm.llms.OpenAI.completion.utils import is_tokens_or_list_of_tokens
+from litellm.llms.openai.completion.utils import is_tokens_or_list_of_tokens
 from litellm.types.llms.openai import (
     AllMessageValues,
     AllPromptValues,
     OpenAITextCompletionUserMessage,
 )
 
-from ...OpenAI.completion.transformation import OpenAITextCompletionConfig
+from ...openai.completion.transformation import OpenAITextCompletionConfig
 
 
 class TogetherAITextCompletionConfig(OpenAITextCompletionConfig):

litellm/llms/vertex_ai_and_google_ai_studio/context_caching/vertex_ai_context_caching.py

@@ -11,7 +11,7 @@ from litellm.llms.custom_httpx.http_handler import (
     HTTPHandler,
     get_async_httpx_client,
 )
-from litellm.llms.OpenAI.openai import AllMessageValues
+from litellm.llms.openai.openai import AllMessageValues
 from litellm.types.llms.vertex_ai import (
     CachedContentListAllResponseBody,
     RequestBody,

litellm/llms/vertex_ai_and_google_ai_studio/text_to_speech/text_to_speech_handler.py

@@ -13,7 +13,7 @@ from litellm.llms.custom_httpx.http_handler import (
     _get_httpx_client,
     get_async_httpx_client,
 )
-from litellm.llms.OpenAI.openai import HttpxBinaryResponseContent
+from litellm.llms.openai.openai import HttpxBinaryResponseContent
 from litellm.llms.vertex_ai_and_google_ai_studio.gemini.vertex_and_google_ai_studio_gemini import (
     VertexLLM,
 )

litellm/llms/vertex_ai_and_google_ai_studio/vertex_ai_partner_models/main.py

@@ -91,7 +91,7 @@ class VertexAIPartnerModels(VertexBase):
             from google.cloud import aiplatform
 
             from litellm.llms.anthropic.chat import AnthropicChatCompletion
-            from litellm.llms.OpenAI.openai import OpenAIChatCompletion
+            from litellm.llms.openai.openai import OpenAIChatCompletion
             from litellm.llms.openai_like.chat.handler import OpenAILikeChatHandler
             from litellm.llms.text_completion_codestral import CodestralTextCompletion
             from litellm.llms.vertex_ai_and_google_ai_studio.gemini.vertex_and_google_ai_studio_gemini import (

litellm/llms/vertex_ai_and_google_ai_studio/vertex_model_garden/main.py

@@ -76,7 +76,7 @@ class VertexAIModelGardenModels(VertexBase):
             from google.cloud import aiplatform
 
             from litellm.llms.anthropic.chat import AnthropicChatCompletion
-            from litellm.llms.OpenAI.openai import OpenAIChatCompletion
+            from litellm.llms.openai.openai import OpenAIChatCompletion
             from litellm.llms.openai_like.chat.handler import OpenAILikeChatHandler
             from litellm.llms.text_completion_codestral import CodestralTextCompletion
             from litellm.llms.vertex_ai_and_google_ai_studio.gemini.vertex_and_google_ai_studio_gemini import (

litellm/llms/watsonx/chat/transformation.py

@@ -14,7 +14,7 @@ from litellm.secret_managers.main import get_secret_str
 from litellm.types.llms.openai import AllMessageValues, ChatCompletionAssistantMessage
 
 from ....utils import _remove_additional_properties, _remove_strict_from_schema
-from ...OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
 
 
 class IBMWatsonXChatConfig(OpenAIGPTConfig):

litellm/llms/xai/chat/transformation.py

@@ -3,7 +3,7 @@ from typing import Literal, Optional, Tuple, Union
 
 from litellm.secret_managers.main import get_secret_str
 
-from ...OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
 
 XAI_API_BASE = "https://api.x.ai/v1"
 

litellm/main.py

@@ -115,10 +115,10 @@ from .llms.databricks.chat.handler import DatabricksChatCompletion
 from .llms.databricks.embed.handler import DatabricksEmbeddingHandler
 from .llms.groq.chat.handler import GroqChatCompletion
 from .llms.huggingface_restapi import Huggingface
-from .llms.OpenAI.audio_transcriptions import OpenAIAudioTranscription
+from .llms.openai.transcriptions.handler import OpenAIAudioTranscription
-from .llms.OpenAI.chat.o1_handler import OpenAIO1ChatCompletion
+from .llms.openai.chat.o1_handler import OpenAIO1ChatCompletion
-from .llms.OpenAI.completion.handler import OpenAITextCompletion
+from .llms.openai.completion.handler import OpenAITextCompletion
-from .llms.OpenAI.openai import OpenAIChatCompletion
+from .llms.openai.openai import OpenAIChatCompletion
 from .llms.openai_like.embedding.handler import OpenAILikeEmbeddingHandler
 from .llms.predibase import PredibaseChatCompletion
 from .llms.prompt_templates.common_utils import get_completion_messages

litellm/realtime_api/main.py

@@ -10,7 +10,7 @@ from litellm.types.router import GenericLiteLLMParams
 
 from ..litellm_core_utils.litellm_logging import Logging as LiteLLMLogging
 from ..llms.azure.realtime.handler import AzureOpenAIRealtime
-from ..llms.OpenAI.realtime.handler import OpenAIRealtime
+from ..llms.openai.realtime.handler import OpenAIRealtime
 from ..utils import client as wrapper_client
 
 azure_realtime = AzureOpenAIRealtime()

tests/local_testing/test_assistants.py

@@ -20,15 +20,15 @@ from typing_extensions import override
 
 import litellm
 from litellm import create_thread, get_thread
-from litellm.llms.OpenAI.openai import (
+from litellm.llms.openai.openai import (
     AssistantEventHandler,
     AsyncAssistantEventHandler,
     AsyncCursorPage,
     MessageData,
     OpenAIAssistantsAPI,
 )
-from litellm.llms.OpenAI.openai import OpenAIMessage as Message
+from litellm.llms.openai.openai import OpenAIMessage as Message
-from litellm.llms.OpenAI.openai import SyncCursorPage, Thread
+from litellm.llms.openai.openai import SyncCursorPage, Thread
 
 """
 V0 Scope:

tests/local_testing/test_audio_speech.py

@@ -60,7 +60,7 @@ async def test_audio_speech_litellm(sync_mode, model, api_base, api_key):
             optional_params={},
         )
 
-        from litellm.llms.OpenAI.openai import HttpxBinaryResponseContent
+        from litellm.llms.openai.openai import HttpxBinaryResponseContent
 
         assert isinstance(response, HttpxBinaryResponseContent)
     else:
@@ -78,7 +78,7 @@ async def test_audio_speech_litellm(sync_mode, model, api_base, api_key):
             optional_params={},
         )
 
-        from litellm.llms.OpenAI.openai import HttpxBinaryResponseContent
+        from litellm.llms.openai.openai import HttpxBinaryResponseContent
 
         assert isinstance(response, HttpxBinaryResponseContent)
 
@@ -109,7 +109,7 @@ async def test_audio_speech_litellm_vertex(sync_mode):
 
         from types import SimpleNamespace
 
-        from litellm.llms.OpenAI.openai import HttpxBinaryResponseContent
+        from litellm.llms.openai.openai import HttpxBinaryResponseContent
 
         response.stream_to_file(speech_file_path)
 

tests/local_testing/test_config.py

@@ -294,7 +294,7 @@ def test_provider_config_manager():
     from litellm import LITELLM_CHAT_PROVIDERS, LlmProviders
     from litellm.utils import ProviderConfigManager
     from litellm.llms.base_llm.transformation import BaseConfig
-    from litellm.llms.OpenAI.chat.gpt_transformation import OpenAIGPTConfig
+    from litellm.llms.openai.chat.gpt_transformation import OpenAIGPTConfig
 
     for provider in LITELLM_CHAT_PROVIDERS:
         if provider == LlmProviders.TRITON or provider == LlmProviders.PREDIBASE:

tests/router_unit_tests/test_router_endpoints.py

@@ -178,7 +178,7 @@ async def test_audio_speech_router(mode):
         optional_params={},
     )
 
-    from litellm.llms.OpenAI.openai import HttpxBinaryResponseContent
+    from litellm.llms.openai.openai import HttpxBinaryResponseContent
 
     assert isinstance(response, HttpxBinaryResponseContent)