formater

model-providers/model_providers/core/model_runtime/model_providers/__base/text2img_model.py

@@ -1,5 +1,5 @@
 from abc import abstractmethod
-from typing import IO, Optional, List
+from typing import IO, List, Optional
 
 from model_providers.core.model_runtime.entities.model_entities import ModelType
 from model_providers.core.model_runtime.model_providers.__base.ai_model import AIModel

model-providers/model_providers/core/model_runtime/model_providers/anthropic/llm/llm.py

@@ -1,6 +1,6 @@
 import base64
 import mimetypes
-from typing import Optional, Union, cast, Generator, List, Dict, Type
+from typing import Dict, Generator, List, Optional, Type, Union, cast
 
 import anthropic
 import requests

model-providers/model_providers/core/model_runtime/model_providers/azure_openai/_common.py

@@ -1,4 +1,4 @@
-from typing import Dict, Type, List
+from typing import Dict, List, Type
 
 import openai
 from httpx import Timeout

model-providers/model_providers/core/model_runtime/model_providers/azure_openai/llm/llm.py

@@ -1,6 +1,6 @@
 import copy
 import logging
-from typing import Optional, Union, cast, List, Generator
+from typing import Generator, List, Optional, Union, cast
 
 import tiktoken
 from openai import AzureOpenAI, Stream
@@ -544,7 +544,9 @@ class AzureOpenAILargeLanguageModel(_CommonAzureOpenAI, LargeLanguageModel):
 
     @staticmethod
     def _extract_response_tool_calls(
-        response_tool_calls: List[Union[ChatCompletionMessageToolCall, ChoiceDeltaToolCall]],
+        response_tool_calls: List[
+            Union[ChatCompletionMessageToolCall, ChoiceDeltaToolCall]
+        ],
     ) -> List[AssistantPromptMessage.ToolCall]:
         tool_calls = []
         if response_tool_calls:

model-providers/model_providers/core/model_runtime/model_providers/azure_openai/text_embedding/text_embedding.py

@@ -1,7 +1,7 @@
 import base64
 import copy
 import time
-from typing import Optional, Union, List
+from typing import List, Optional, Union
 
 import numpy as np
 import tiktoken

model-providers/model_providers/core/model_runtime/model_providers/baichuan/llm/baichuan_turbo.py

@@ -1,7 +1,7 @@
 from enum import Enum
 from hashlib import md5
 from json import dumps, loads
-from typing import Any, Union, Dict, List, Generator
+from typing import Any, Dict, Generator, List, Union
 
 from requests import post
 

model-providers/model_providers/core/model_runtime/model_providers/baichuan/llm/llm.py

@@ -1,4 +1,4 @@
-from typing import cast, Generator, List, Union, Dict, Type
+from typing import Dict, Generator, List, Type, Union, cast
 
 from model_providers.core.model_runtime.entities.llm_entities import (
     LLMResult,

model-providers/model_providers/core/model_runtime/model_providers/cohere/llm/llm.py

@@ -1,6 +1,6 @@
 import logging
 from collections.abc import Generator
-from typing import Optional, Union, cast, List, Dict, Type
+from typing import Dict, List, Optional, Type, Union, cast
 
 import cohere
 from cohere.responses import Chat, Generations

model-providers/model_providers/core/model_runtime/model_providers/cohere/rerank/rerank.py

@@ -1,4 +1,4 @@
-from typing import Optional, List, Dict, Type
+from typing import Dict, List, Optional, Type
 
 import cohere
 

model-providers/model_providers/core/model_runtime/model_providers/google/llm/llm.py

@@ -1,6 +1,6 @@
 import json
 import logging
-from typing import Optional, Union, Generator, List, Dict, Type
+from typing import Dict, Generator, List, Optional, Type, Union
 
 import google.api_core.exceptions as exceptions
 import google.generativeai as genai
@@ -471,7 +471,6 @@ class GoogleLargeLanguageModel(LargeLanguageModel):
         """
         tool_call = None
         if response_function_call:
-
             if isinstance(response_function_call, FunctionCall):
                 map_composite_dict = dict(response_function_call.args.items())
                 function = AssistantPromptMessage.ToolCall.ToolCallFunction(

model-providers/model_providers/core/model_runtime/model_providers/groq/llm/llm.py

@@ -1,4 +1,4 @@
-from typing import Optional, Union, List, Generator
+from typing import Generator, List, Optional, Union
 
 from model_providers.core.model_runtime.entities.llm_entities import LLMResult
 from model_providers.core.model_runtime.entities.message_entities import (

model-providers/model_providers/core/model_runtime/model_providers/huggingface_hub/_common.py

@@ -1,4 +1,4 @@
-from typing import Dict, Type, List
+from typing import Dict, List, Type
 
 from huggingface_hub.utils import BadRequestError, HfHubHTTPError
 

model-providers/model_providers/core/model_runtime/model_providers/huggingface_hub/llm/llm.py

@@ -1,4 +1,4 @@
-from typing import Optional, Union, List, Generator
+from typing import Generator, List, Optional, Union
 
 from huggingface_hub import InferenceClient
 from huggingface_hub.hf_api import HfApi

model-providers/model_providers/core/model_runtime/model_providers/huggingface_hub/text_embedding/text_embedding.py

@@ -1,6 +1,6 @@
 import json
 import time
-from typing import Optional, List
+from typing import List, Optional
 
 import numpy as np
 import requests

model-providers/model_providers/core/model_runtime/model_providers/jina/rerank/rerank.py

@@ -1,4 +1,4 @@
-from typing import Optional, List, Dict, Type
+from typing import Dict, List, Optional, Type
 
 import httpx
 

model-providers/model_providers/core/model_runtime/model_providers/jina/text_embedding/text_embedding.py

@@ -1,6 +1,6 @@
 import time
 from json import JSONDecodeError, dumps
-from typing import Optional, List, Dict, Type
+from typing import Dict, List, Optional, Type
 
 from requests import post
 

model-providers/model_providers/core/model_runtime/model_providers/localai/llm/llm.py

@@ -1,4 +1,4 @@
-from typing import cast, List, Union, Dict, Type, Generator
+from typing import Dict, Generator, List, Type, Union, cast
 
 from httpx import Timeout
 from openai import (

model-providers/model_providers/core/model_runtime/model_providers/localai/text_embedding/text_embedding.py

@@ -1,6 +1,6 @@
 import time
 from json import JSONDecodeError, dumps
-from typing import Optional, List, Union, Dict, Type
+from typing import Dict, List, Optional, Type, Union
 
 from requests import post
 from yarl import URL

model-providers/model_providers/core/model_runtime/model_providers/minimax/llm/chat_completion.py

@@ -1,5 +1,5 @@
 from json import dumps, loads
-from typing import Any, Union, Generator, List, Dict
+from typing import Any, Dict, Generator, List, Union
 
 from requests import Response, post
 

model-providers/model_providers/core/model_runtime/model_providers/minimax/llm/chat_completion_pro.py

@@ -1,5 +1,5 @@
 from json import dumps, loads
-from typing import Any, Union, List, Dict, Generator
+from typing import Any, Dict, Generator, List, Union
 
 from requests import Response, post
 

model-providers/model_providers/core/model_runtime/model_providers/minimax/text_embedding/text_embedding.py

@@ -1,6 +1,6 @@
 import time
 from json import dumps
-from typing import Optional, List, Dict, Type
+from typing import Dict, List, Optional, Type
 
 from requests import post
 

model-providers/model_providers/core/model_runtime/model_providers/mistralai/llm/llm.py

@@ -1,4 +1,4 @@
-from typing import Optional, Union, List, Generator
+from typing import Generator, List, Optional, Union
 
 from model_providers.core.model_runtime.entities.llm_entities import LLMResult
 from model_providers.core.model_runtime.entities.message_entities import (

model-providers/model_providers/core/model_runtime/model_providers/moonshot/llm/llm.py

@@ -1,5 +1,5 @@
 from collections.abc import Generator
-from typing import Optional, Union, List
+from typing import List, Optional, Union
 
 from model_providers.core.model_runtime.entities.llm_entities import LLMResult
 from model_providers.core.model_runtime.entities.message_entities import (

model-providers/model_providers/core/model_runtime/model_providers/ollama/llm/llm.py

@@ -3,7 +3,7 @@ import logging
 import re
 from collections.abc import Generator
 from decimal import Decimal
-from typing import Optional, Union, cast, List, Dict, Type
+from typing import Dict, List, Optional, Type, Union, cast
 from urllib.parse import urljoin
 
 import requests

model-providers/model_providers/core/model_runtime/model_providers/ollama/text_embedding/text_embedding.py

@@ -2,7 +2,7 @@ import json
 import logging
 import time
 from decimal import Decimal
-from typing import Optional, List, Dict, Type
+from typing import Dict, List, Optional, Type
 from urllib.parse import urljoin
 
 import numpy as np

model-providers/model_providers/core/model_runtime/model_providers/openai/_common.py

@@ -1,4 +1,4 @@
-from typing import Dict, Type, List
+from typing import Dict, List, Type
 
 import openai
 from httpx import Timeout

model-providers/model_providers/core/model_runtime/model_providers/openai/llm/llm.py

@@ -1,6 +1,6 @@
 import logging
 from collections.abc import Generator
-from typing import Optional, Union, cast, List
+from typing import List, Optional, Union, cast
 
 import tiktoken
 from openai import OpenAI, Stream
@@ -851,7 +851,9 @@ class OpenAILargeLanguageModel(_CommonOpenAI, LargeLanguageModel):
 
     def _extract_response_tool_calls(
         self,
-        response_tool_calls: List[Union[ChatCompletionMessageToolCall, ChoiceDeltaToolCall]],
+        response_tool_calls: List[
+            Union[ChatCompletionMessageToolCall, ChoiceDeltaToolCall]
+        ],
     ) -> List[AssistantPromptMessage.ToolCall]:
         """
         Extract tool calls from response

model-providers/model_providers/core/model_runtime/model_providers/openai/moderation/moderation.py

@@ -1,4 +1,4 @@
-from typing import Optional, List
+from typing import List, Optional
 
 from openai import OpenAI
 from openai.types import ModerationCreateResponse

model-providers/model_providers/core/model_runtime/model_providers/openai/text_embedding/text_embedding.py

@@ -1,6 +1,6 @@
 import base64
 import time
-from typing import Optional, Union, List, Tuple
+from typing import List, Optional, Tuple, Union
 
 import numpy as np
 import tiktoken

model-providers/model_providers/core/model_runtime/model_providers/openai_api_compatible/_common.py

@@ -1,4 +1,4 @@
-from typing import Dict, Type, List
+from typing import Dict, List, Type
 
 import requests
 

model-providers/model_providers/core/model_runtime/model_providers/openai_api_compatible/llm/llm.py

@@ -2,7 +2,7 @@ import json
 import logging
 from collections.abc import Generator
 from decimal import Decimal
-from typing import Optional, Union, cast, List
+from typing import List, Optional, Union, cast
 from urllib.parse import urljoin
 
 import requests

model-providers/model_providers/core/model_runtime/model_providers/openai_api_compatible/text_embedding/text_embedding.py

@@ -1,7 +1,7 @@
 import json
 import time
 from decimal import Decimal
-from typing import Optional, List
+from typing import List, Optional
 from urllib.parse import urljoin
 
 import numpy as np

model-providers/model_providers/core/model_runtime/model_providers/openllm/llm/llm.py

@@ -1,4 +1,4 @@
-from typing import List, Union, Type, Dict, Generator
+from typing import Dict, Generator, List, Type, Union
 
 from model_providers.core.model_runtime.entities.common_entities import I18nObject
 from model_providers.core.model_runtime.entities.llm_entities import (