feat: Add ruff rules to sort imports (I) (#3869)

Add ruff rules to sort imports (I)

src/backend/base/langflow/__main__.py

@@ -8,8 +8,6 @@ from typing import Optional
 
 import click
 import httpx
-from langflow.utils.version import get_version_info, fetch_latest_version
-from langflow.utils.version import is_pre_release as langflow_is_pre_release
 import typer
 from dotenv import load_dotenv
 from multiprocess import cpu_count  # type: ignore
@@ -32,6 +30,8 @@ from langflow.services.deps import get_db_service, get_settings_service, session
 from langflow.services.settings.constants import DEFAULT_SUPERUSER
 from langflow.services.utils import initialize_services
 from langflow.utils.util import update_settings
+from langflow.utils.version import fetch_latest_version, get_version_info
+from langflow.utils.version import is_pre_release as langflow_is_pre_release
 
 console = Console()
 

src/backend/base/langflow/api/__init__.py

@@ -1,5 +1,5 @@
-from langflow.api.router import router
 from langflow.api.health_check_router import health_check_router
 from langflow.api.log_router import log_router
+from langflow.api.router import router
 
 __all__ = ["router", "health_check_router", "log_router"]

src/backend/base/langflow/api/log_router.py

@@ -1,10 +1,11 @@
 import asyncio
 import json
+from http import HTTPStatus
 from typing import Any
 
-from fastapi import APIRouter, Query, HTTPException, Request
+from fastapi import APIRouter, HTTPException, Query, Request
 from fastapi.responses import JSONResponse, StreamingResponse
-from http import HTTPStatus
+
 from langflow.logging.logger import log_buffer
 
 log_router = APIRouter(tags=["Log"])

src/backend/base/langflow/api/router.py

@@ -7,14 +7,14 @@ from langflow.api.v1 import (
     endpoints_router,
     files_router,
     flows_router,
+    folders_router,
     login_router,
     monitor_router,
+    starter_projects_router,
     store_router,
     users_router,
     validate_router,
     variables_router,
-    folders_router,
-    starter_projects_router,
 )
 
 router = APIRouter(

src/backend/base/langflow/api/utils.py

@@ -3,14 +3,14 @@ import warnings
 from typing import TYPE_CHECKING, Any
 
 from fastapi import HTTPException
-from langflow.services.database.models.transactions.model import TransactionTable
-from langflow.services.database.models.vertex_builds.model import VertexBuildTable
 from sqlalchemy import delete
 from sqlmodel import Session
 
 from langflow.graph.graph.base import Graph
 from langflow.services.chat.service import ChatService
 from langflow.services.database.models.flow import Flow
+from langflow.services.database.models.transactions.model import TransactionTable
+from langflow.services.database.models.vertex_builds.model import VertexBuildTable
 from langflow.services.store.schema import StoreComponentCreate
 from langflow.services.store.utils import get_lf_version_from_pypi
 

src/backend/base/langflow/api/v1/__init__.py

@@ -3,14 +3,14 @@ from langflow.api.v1.chat import router as chat_router
 from langflow.api.v1.endpoints import router as endpoints_router
 from langflow.api.v1.files import router as files_router
 from langflow.api.v1.flows import router as flows_router
+from langflow.api.v1.folders import router as folders_router
 from langflow.api.v1.login import router as login_router
 from langflow.api.v1.monitor import router as monitor_router
+from langflow.api.v1.starter_projects import router as starter_projects_router
 from langflow.api.v1.store import router as store_router
 from langflow.api.v1.users import router as users_router
 from langflow.api.v1.validate import router as validate_router
 from langflow.api.v1.variable import router as variables_router
-from langflow.api.v1.folders import router as folders_router
-from langflow.api.v1.starter_projects import router as starter_projects_router
 
 __all__ = [
     "chat_router",

src/backend/base/langflow/api/v1/callback.py

@@ -1,12 +1,13 @@
 from typing import TYPE_CHECKING, Any
 from uuid import UUID
+
+from langchain_core.agents import AgentAction, AgentFinish
 from langchain_core.callbacks.base import AsyncCallbackHandler
 from loguru import logger
 
 from langflow.api.v1.schemas import ChatResponse, PromptResponse
 from langflow.services.deps import get_chat_service, get_socket_service
 from langflow.utils.util import remove_ansi_escape_codes
-from langchain_core.agents import AgentAction, AgentFinish
 
 if TYPE_CHECKING:
     from langflow.services.socket.service import SocketIOService

src/backend/base/langflow/api/v1/files.py

@@ -1,14 +1,13 @@
-from datetime import datetime
 import hashlib
+from datetime import datetime
 from http import HTTPStatus
 from io import BytesIO
-from uuid import UUID
 from pathlib import Path
+from uuid import UUID
 
 from fastapi import APIRouter, Depends, HTTPException, UploadFile
 from fastapi.responses import StreamingResponse
 
-
 from langflow.api.v1.schemas import UploadFileResponse
 from langflow.services.auth.utils import get_current_active_user
 from langflow.services.database.models.flow import Flow

src/backend/base/langflow/api/v1/folders.py

@@ -1,9 +1,9 @@
-from langflow.api.utils import cascade_delete_flow
 import orjson
 from fastapi import APIRouter, Depends, File, HTTPException, Response, UploadFile, status
 from sqlalchemy import or_, update
 from sqlmodel import Session, select
 
+from langflow.api.utils import cascade_delete_flow
 from langflow.api.v1.flows import create_flows
 from langflow.api.v1.schemas import FlowListCreate, FlowListReadWithFolderName
 from langflow.helpers.flow import generate_unique_flow_name

src/backend/base/langflow/api/v1/login.py

@@ -1,6 +1,5 @@
 from fastapi import APIRouter, Depends, HTTPException, Request, Response, status
 from fastapi.security import OAuth2PasswordRequestForm
-from langflow.services.database.models.user.crud import get_user_by_id
 from sqlmodel import Session
 
 from langflow.api.v1.schemas import Token
@@ -11,6 +10,7 @@ from langflow.services.auth.utils import (
     create_user_tokens,
 )
 from langflow.services.database.models.folder.utils import create_default_folder_if_it_doesnt_exist
+from langflow.services.database.models.user.crud import get_user_by_id
 from langflow.services.deps import get_session, get_settings_service, get_variable_service
 from langflow.services.settings.service import SettingsService
 from langflow.services.variable.service import VariableService

src/backend/base/langflow/api/v1/monitor.py

@@ -10,8 +10,8 @@ from langflow.services.database.models.transactions.crud import get_transactions
 from langflow.services.database.models.transactions.model import TransactionReadResponse
 from langflow.services.database.models.user.model import User
 from langflow.services.database.models.vertex_builds.crud import (
-    get_vertex_builds_by_flow_id,
     delete_vertex_builds_by_flow_id,
+    get_vertex_builds_by_flow_id,
 )
 from langflow.services.database.models.vertex_builds.model import VertexBuildMapModel
 from langflow.services.deps import get_session

src/backend/base/langflow/base/memory/model.py

@@ -1,10 +1,11 @@
 from abc import abstractmethod
 
-from langflow.custom import Component
-from langflow.field_typing import BaseChatMessageHistory, BaseChatMemory
-from langflow.template import Output
 from langchain.memory import ConversationBufferMemory
 
+from langflow.custom import Component
+from langflow.field_typing import BaseChatMemory, BaseChatMessageHistory
+from langflow.template import Output
+
 
 class LCChatMemoryComponent(Component):
     trace_type = "chat_memory"

src/backend/base/langflow/base/prompts/api_utils.py

@@ -5,9 +5,8 @@ from fastapi import HTTPException
 from langchain_core.prompts import PromptTemplate
 from loguru import logger
 
-from langflow.interface.utils import extract_input_variables_from_prompt
 from langflow.inputs.inputs import DefaultPromptField
-
+from langflow.interface.utils import extract_input_variables_from_prompt
 
 _INVALID_CHARACTERS = {
     " ",

src/backend/base/langflow/components/Notion/add_content_to_page.py

@@ -1,15 +1,16 @@
 import json
-from typing import Dict, Any, Union
-from markdown import markdown
-from bs4 import BeautifulSoup
+from typing import Any, Dict, Union
+
 import requests
+from bs4 import BeautifulSoup
+from langchain.tools import StructuredTool
+from markdown import markdown
+from pydantic import BaseModel, Field
 
 from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import SecretStrInput, StrInput, MultilineInput
-from langflow.schema import Data
 from langflow.field_typing import Tool
-from langchain.tools import StructuredTool
-from pydantic import BaseModel, Field
+from langflow.inputs import MultilineInput, SecretStrInput, StrInput
+from langflow.schema import Data
 
 
 class AddContentToPage(LCToolComponent):

src/backend/base/langflow/components/Notion/create_page.py

@@ -1,12 +1,14 @@
 import json
-from typing import Dict, Any, Union
+from typing import Any, Dict, Union
+
 import requests
-from pydantic import BaseModel, Field
-from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import SecretStrInput, StrInput, MultilineInput
-from langflow.schema import Data
-from langflow.field_typing import Tool
 from langchain.tools import StructuredTool
+from pydantic import BaseModel, Field
+
+from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.field_typing import Tool
+from langflow.inputs import MultilineInput, SecretStrInput, StrInput
+from langflow.schema import Data
 
 
 class NotionPageCreator(LCToolComponent):

src/backend/base/langflow/components/Notion/list_database_properties.py

@@ -1,11 +1,13 @@
-import requests
 from typing import Dict, Union
+
+import requests
+from langchain.tools import StructuredTool
 from pydantic import BaseModel, Field
+
 from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.field_typing import Tool
 from langflow.inputs import SecretStrInput, StrInput
 from langflow.schema import Data
-from langflow.field_typing import Tool
-from langchain.tools import StructuredTool
 
 
 class NotionDatabaseProperties(LCToolComponent):

src/backend/base/langflow/components/Notion/list_pages.py

@@ -1,13 +1,14 @@
-import requests
 import json
-from typing import Dict, Any, List, Optional
+from typing import Any, Dict, List, Optional
+
+import requests
+from langchain.tools import StructuredTool
 from pydantic import BaseModel, Field
 
 from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import SecretStrInput, StrInput, MultilineInput
-from langflow.schema import Data
 from langflow.field_typing import Tool
-from langchain.tools import StructuredTool
+from langflow.inputs import MultilineInput, SecretStrInput, StrInput
+from langflow.schema import Data
 
 
 class NotionListPages(LCToolComponent):

src/backend/base/langflow/components/Notion/list_users.py

@@ -1,12 +1,13 @@
+from typing import Dict, List
+
 import requests
-from typing import List, Dict
+from langchain.tools import StructuredTool
 from pydantic import BaseModel
 
 from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.field_typing import Tool
 from langflow.inputs import SecretStrInput
 from langflow.schema import Data
-from langflow.field_typing import Tool
-from langchain.tools import StructuredTool
 
 
 class NotionUserList(LCToolComponent):

src/backend/base/langflow/components/Notion/page_content_viewer.py

@@ -1,10 +1,11 @@
 import requests
+from langchain.tools import StructuredTool
 from pydantic import BaseModel, Field
+
 from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.field_typing import Tool
 from langflow.inputs import SecretStrInput, StrInput
 from langflow.schema import Data
-from langflow.field_typing import Tool
-from langchain.tools import StructuredTool
 
 
 class NotionPageContent(LCToolComponent):

src/backend/base/langflow/components/Notion/search.py

@@ -1,12 +1,13 @@
+from typing import Any, Dict, List
+
 import requests
-from typing import Dict, Any, List
+from langchain.tools import StructuredTool
 from pydantic import BaseModel, Field
 
 from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import SecretStrInput, StrInput, DropdownInput
-from langflow.schema import Data
 from langflow.field_typing import Tool
-from langchain.tools import StructuredTool
+from langflow.inputs import DropdownInput, SecretStrInput, StrInput
+from langflow.schema import Data
 
 
 class NotionSearch(LCToolComponent):

src/backend/base/langflow/components/Notion/update_page_property.py

@@ -1,13 +1,15 @@
 import json
+from typing import Any, Dict, Union
+
 import requests
-from typing import Dict, Any, Union
-from pydantic import BaseModel, Field
-from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import SecretStrInput, StrInput, MultilineInput
-from langflow.schema import Data
-from langflow.field_typing import Tool
 from langchain.tools import StructuredTool
 from loguru import logger
+from pydantic import BaseModel, Field
+
+from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.field_typing import Tool
+from langflow.inputs import MultilineInput, SecretStrInput, StrInput
+from langflow.schema import Data
 
 
 class NotionPageUpdate(LCToolComponent):

src/backend/base/langflow/components/agents/CSVAgent.py

@@ -1,10 +1,10 @@
 from langchain_experimental.agents.agent_toolkits.csv.base import create_csv_agent
+
 from langflow.base.agents.agent import LCAgentComponent
 from langflow.field_typing import AgentExecutor
-from langflow.inputs import HandleInput, FileInput, DropdownInput
+from langflow.inputs import DropdownInput, FileInput, HandleInput
 from langflow.inputs.inputs import MessageTextInput
 from langflow.schema.message import Message
-
 from langflow.template.field.base import Output
 
 

src/backend/base/langflow/components/agents/JsonAgent.py

@@ -7,7 +7,7 @@ from langchain_community.agent_toolkits.json.toolkit import JsonToolkit
 from langchain_community.tools.json.tool import JsonSpec
 
 from langflow.base.agents.agent import LCAgentComponent
-from langflow.inputs import HandleInput, FileInput
+from langflow.inputs import FileInput, HandleInput
 
 
 class JsonAgentComponent(LCAgentComponent):

src/backend/base/langflow/components/agents/OpenAIToolsAgent.py

@@ -1,11 +1,11 @@
-from typing import Optional, List
+from typing import List, Optional
 
 from langchain.agents import create_openai_tools_agent
-from langchain_core.prompts import ChatPromptTemplate, PromptTemplate, HumanMessagePromptTemplate
+from langchain_core.prompts import ChatPromptTemplate, HumanMessagePromptTemplate, PromptTemplate
 
 from langflow.base.agents.agent import LCToolsAgentComponent
 from langflow.inputs import MultilineInput
-from langflow.inputs.inputs import HandleInput, DataInput
+from langflow.inputs.inputs import DataInput, HandleInput
 from langflow.schema import Data
 
 

src/backend/base/langflow/components/agents/OpenAPIAgent.py

@@ -3,12 +3,12 @@ from pathlib import Path
 import yaml
 from langchain.agents import AgentExecutor
 from langchain_community.agent_toolkits import create_openapi_agent
-from langchain_community.tools.json.tool import JsonSpec
 from langchain_community.agent_toolkits.openapi.toolkit import OpenAPIToolkit
+from langchain_community.tools.json.tool import JsonSpec
+from langchain_community.utilities.requests import TextRequestsWrapper
 
 from langflow.base.agents.agent import LCAgentComponent
-from langflow.inputs import BoolInput, HandleInput, FileInput
-from langchain_community.utilities.requests import TextRequestsWrapper
+from langflow.inputs import BoolInput, FileInput, HandleInput
 
 
 class OpenAPIAgentComponent(LCAgentComponent):

src/backend/base/langflow/components/agents/SQLAgent.py

@@ -4,7 +4,7 @@ from langchain_community.agent_toolkits.sql.base import create_sql_agent
 from langchain_community.utilities import SQLDatabase
 
 from langflow.base.agents.agent import LCAgentComponent
-from langflow.inputs import MessageTextInput, HandleInput
+from langflow.inputs import HandleInput, MessageTextInput
 
 
 class SQLAgentComponent(LCAgentComponent):

src/backend/base/langflow/components/agents/ToolCallingAgent.py

@@ -1,10 +1,11 @@
-from typing import Optional, List
+from typing import List, Optional
 
 from langchain.agents import create_tool_calling_agent
-from langchain_core.prompts import ChatPromptTemplate, PromptTemplate, HumanMessagePromptTemplate
+from langchain_core.prompts import ChatPromptTemplate, HumanMessagePromptTemplate, PromptTemplate
+
 from langflow.base.agents.agent import LCToolsAgentComponent
 from langflow.inputs import MultilineInput
-from langflow.inputs.inputs import HandleInput, DataInput
+from langflow.inputs.inputs import DataInput, HandleInput
 from langflow.schema import Data
 
 

src/backend/base/langflow/components/agents/VectorStoreAgent.py

@@ -1,5 +1,6 @@
 from langchain.agents import AgentExecutor, create_vectorstore_agent
 from langchain.agents.agent_toolkits.vectorstore.toolkit import VectorStoreToolkit
+
 from langflow.base.agents.agent import LCAgentComponent
 from langflow.inputs import HandleInput
 

src/backend/base/langflow/components/agents/VectorStoreRouterAgent.py

@@ -1,8 +1,7 @@
-from langchain.agents import create_vectorstore_router_agent
+from langchain.agents import AgentExecutor, create_vectorstore_router_agent
 from langchain.agents.agent_toolkits.vectorstore.toolkit import VectorStoreRouterToolkit
 
 from langflow.base.agents.agent import LCAgentComponent
-from langchain.agents import AgentExecutor
 from langflow.inputs import HandleInput
 
 

src/backend/base/langflow/components/agents/XMLAgent.py

@@ -1,6 +1,8 @@
 from typing import List, Optional
+
 from langchain.agents import create_xml_agent
-from langchain_core.prompts import ChatPromptTemplate, PromptTemplate, HumanMessagePromptTemplate
+from langchain_core.prompts import ChatPromptTemplate, HumanMessagePromptTemplate, PromptTemplate
+
 from langflow.base.agents.agent import LCToolsAgentComponent
 from langflow.inputs import MultilineInput
 from langflow.inputs.inputs import DataInput, HandleInput

src/backend/base/langflow/components/astra_assistants/__init__.py

@@ -2,9 +2,9 @@ from .create_assistant import AssistantsCreateAssistant
 from .create_thread import AssistantsCreateThread
 from .dotenv import Dotenv
 from .get_assistant import AssistantsGetAssistantName
+from .getenvvar import GetEnvVar
 from .list_assistants import AssistantsListAssistants
 from .run import AssistantsRun
-from .getenvvar import GetEnvVar
 
 __all__ = [
     "AssistantsCreateAssistant",

src/backend/base/langflow/components/astra_assistants/create_assistant.py

@@ -1,9 +1,10 @@
 from astra_assistants import patch  # type: ignore
 from openai import OpenAI
+
 from langflow.custom import Component
-from langflow.inputs import StrInput, MultilineInput
-from langflow.template import Output
+from langflow.inputs import MultilineInput, StrInput
 from langflow.schema.message import Message
+from langflow.template import Output
 
 
 class AssistantsCreateAssistant(Component):

src/backend/base/langflow/components/astra_assistants/create_thread.py

@@ -1,6 +1,7 @@
 from astra_assistants import patch  # type: ignore
-from langflow.custom import Component
 from openai import OpenAI
+
+from langflow.custom import Component
 from langflow.inputs import MultilineInput
 from langflow.schema.message import Message
 from langflow.template import Output

src/backend/base/langflow/components/astra_assistants/dotenv.py

@@ -1,5 +1,7 @@
 import io
+
 from dotenv import load_dotenv
+
 from langflow.custom import Component
 from langflow.inputs import MultilineSecretInput
 from langflow.schema.message import Message

src/backend/base/langflow/components/astra_assistants/get_assistant.py

@@ -1,8 +1,8 @@
 from astra_assistants import patch  # type: ignore
-from langflow.custom import Component
 from openai import OpenAI
 
-from langflow.inputs import StrInput, MultilineInput
+from langflow.custom import Component
+from langflow.inputs import MultilineInput, StrInput
 from langflow.schema.message import Message
 from langflow.template import Output
 

src/backend/base/langflow/components/astra_assistants/getenvvar.py

@@ -1,4 +1,5 @@
 import os
+
 from langflow.custom import Component
 from langflow.inputs import StrInput
 from langflow.schema.message import Message

src/backend/base/langflow/components/astra_assistants/run.py

@@ -1,9 +1,10 @@
-from astra_assistants import patch  # type: ignore
 from typing import Any, Optional
 
-from langflow.custom import Component
+from astra_assistants import patch  # type: ignore
 from openai import OpenAI
 from openai.lib.streaming import AssistantEventHandler
+
+from langflow.custom import Component
 from langflow.inputs import MultilineInput
 from langflow.schema import dotdict
 from langflow.schema.message import Message

src/backend/base/langflow/components/chains/ConversationChain.py

@@ -2,7 +2,7 @@ from langchain.chains import ConversationChain
 
 from langflow.base.chains.model import LCChainComponent
 from langflow.field_typing import Message
-from langflow.inputs import MultilineInput, HandleInput
+from langflow.inputs import HandleInput, MultilineInput
 
 
 class ConversationChainComponent(LCChainComponent):

src/backend/base/langflow/components/chains/LLMCheckerChain.py

@@ -2,7 +2,7 @@ from langchain.chains import LLMCheckerChain
 
 from langflow.base.chains.model import LCChainComponent
 from langflow.field_typing import Message
-from langflow.inputs import MultilineInput, HandleInput
+from langflow.inputs import HandleInput, MultilineInput
 
 
 class LLMCheckerChainComponent(LCChainComponent):

src/backend/base/langflow/components/chains/LLMMathChain.py

@@ -2,7 +2,7 @@ from langchain.chains import LLMMathChain
 
 from langflow.base.chains.model import LCChainComponent
 from langflow.field_typing import Message
-from langflow.inputs import MultilineInput, HandleInput
+from langflow.inputs import HandleInput, MultilineInput
 from langflow.template import Output
 
 

src/backend/base/langflow/components/chains/RetrievalQA.py

@@ -2,7 +2,7 @@ from langchain.chains import RetrievalQA
 
 from langflow.base.chains.model import LCChainComponent
 from langflow.field_typing import Message
-from langflow.inputs import HandleInput, MultilineInput, BoolInput, DropdownInput
+from langflow.inputs import BoolInput, DropdownInput, HandleInput, MultilineInput
 
 
 class RetrievalQAComponent(LCChainComponent):

src/backend/base/langflow/components/chains/SQLGenerator.py

@@ -1,9 +1,10 @@
 from langchain.chains import create_sql_query_chain
 from langchain_core.prompts import PromptTemplate
 from langchain_core.runnables import Runnable
+
 from langflow.base.chains.model import LCChainComponent
 from langflow.field_typing import Message
-from langflow.inputs import MultilineInput, HandleInput, IntInput
+from langflow.inputs import HandleInput, IntInput, MultilineInput
 from langflow.template import Output
 
 

src/backend/base/langflow/components/data/Gmail.py

@@ -1,19 +1,21 @@
 import base64
-import re
 import json
+import re
+from json.decoder import JSONDecodeError
 from typing import Any, Iterator, List, Optional
+
+from google.auth.exceptions import RefreshError
 from google.oauth2.credentials import Credentials
 from googleapiclient.discovery import build
+from langchain_core.chat_sessions import ChatSession
+from langchain_core.messages import HumanMessage
+from langchain_google_community.gmail.loader import GMailLoader
+
 from langflow.custom import Component
 from langflow.inputs import MessageTextInput
 from langflow.io import SecretStrInput
-from langflow.template import Output
 from langflow.schema import Data
-from langchain_google_community.gmail.loader import GMailLoader
-from langchain_core.chat_sessions import ChatSession
-from langchain_core.messages import HumanMessage
-from json.decoder import JSONDecodeError
-from google.auth.exceptions import RefreshError
+from langflow.template import Output
 
 
 class GmailLoaderComponent(Component):

src/backend/base/langflow/components/data/GoogleDrive.py

@@ -1,16 +1,17 @@
 import json
+from json.decoder import JSONDecodeError
 from typing import Optional
-from google.oauth2.credentials import Credentials
+
 from google.auth.exceptions import RefreshError
+from google.oauth2.credentials import Credentials
+from langchain_google_community import GoogleDriveLoader
+
 from langflow.custom import Component
+from langflow.helpers.data import docs_to_data
 from langflow.inputs import MessageTextInput
 from langflow.io import SecretStrInput
-from langflow.template import Output
 from langflow.schema import Data
-from langchain_google_community import GoogleDriveLoader
-from langflow.helpers.data import docs_to_data
-
-from json.decoder import JSONDecodeError
+from langflow.template import Output
 
 
 class GoogleDriveComponent(Component):

src/backend/base/langflow/components/data/GoogleDriveSearch.py

@@ -1,12 +1,14 @@
 import json
 from typing import List
+
 from google.oauth2.credentials import Credentials
 from googleapiclient.discovery import build
+
 from langflow.custom import Component
-from langflow.inputs import MessageTextInput, DropdownInput
+from langflow.inputs import DropdownInput, MessageTextInput
 from langflow.io import SecretStrInput
-from langflow.template import Output
 from langflow.schema import Data
+from langflow.template import Output
 
 
 class GoogleDriveSearchComponent(Component):

src/backend/base/langflow/components/data/URL.py

@@ -2,8 +2,8 @@ import re
 
 from langchain_community.document_loaders import AsyncHtmlLoader, WebBaseLoader
 
-from langflow.helpers.data import data_to_text
 from langflow.custom import Component
+from langflow.helpers.data import data_to_text
 from langflow.io import DropdownInput, MessageTextInput, Output
 from langflow.schema import Data
 from langflow.schema.message import Message

src/backend/base/langflow/components/deactivated/SubFlow.py

@@ -1,5 +1,7 @@
 from typing import Any, List, Optional
 
+from loguru import logger
+
 from langflow.base.flow_processing.utils import build_data_from_result_data
 from langflow.custom import CustomComponent
 from langflow.graph.graph.base import Graph
@@ -9,7 +11,6 @@ from langflow.helpers.flow import get_flow_inputs
 from langflow.schema import Data
 from langflow.schema.dotdict import dotdict
 from langflow.template.field.base import Input
-from loguru import logger
 
 
 class SubFlowComponent(CustomComponent):

src/backend/base/langflow/components/documentloaders/Confluence.py

@@ -1,10 +1,12 @@
 from typing import List
-from langflow.custom import Component
-from langflow.io import StrInput, SecretStrInput, BoolInput, DropdownInput, Output, IntInput
-from langflow.schema import Data
+
 from langchain_community.document_loaders import ConfluenceLoader
 from langchain_community.document_loaders.confluence import ContentFormat
 
+from langflow.custom import Component
+from langflow.io import BoolInput, DropdownInput, IntInput, Output, SecretStrInput, StrInput
+from langflow.schema import Data
+
 
 class ConfluenceComponent(Component):
     display_name = "Confluence"

src/backend/base/langflow/components/documentloaders/GitLoader.py

@@ -1,8 +1,9 @@
+import re
 from pathlib import Path
 from typing import List
-import re
 
 from langchain_community.document_loaders.git import GitLoader
+
 from langflow.custom import Component
 from langflow.io import MessageTextInput, Output
 from langflow.schema import Data

src/backend/base/langflow/components/documentloaders/Unstructured.py

@@ -1,11 +1,11 @@
 from typing import List
 
+from langchain_unstructured import UnstructuredLoader
+
 from langflow.custom import Component
 from langflow.inputs import FileInput, SecretStrInput
-from langflow.template import Output
 from langflow.schema import Data
-
-from langchain_unstructured import UnstructuredLoader
+from langflow.template import Output
 
 
 class UnstructuredComponent(Component):

src/backend/base/langflow/components/embeddings/EmbeddingSimilarity.py

@@ -1,5 +1,7 @@
 from typing import List
+
 import numpy as np
+
 from langflow.custom import Component
 from langflow.io import DataInput, DropdownInput, Output
 from langflow.schema import Data

src/backend/base/langflow/components/embeddings/GoogleGenerativeAIEmbeddings.py

@@ -1,21 +1,20 @@
 # from langflow.field_typing import Data
-from langflow.custom import Component
-from langflow.io import MessageTextInput, Output, SecretStrInput
-from langchain_google_genai import GoogleGenerativeAIEmbeddings
-
 from typing import List, Optional
 
+import numpy as np
+
 # TODO: remove ignore once the google package is published with types
 from google.ai.generativelanguage_v1beta.types import (
     BatchEmbedContentsRequest,
 )
 from langchain_core.embeddings import Embeddings
-
+from langchain_google_genai import GoogleGenerativeAIEmbeddings
 from langchain_google_genai._common import (
     GoogleGenerativeAIError,
 )
 
-import numpy as np
+from langflow.custom import Component
+from langflow.io import MessageTextInput, Output, SecretStrInput
 
 
 class GoogleGenerativeAIEmbeddingsComponent(Component):

src/backend/base/langflow/components/embeddings/HuggingFaceInferenceAPIEmbeddings.py

@@ -1,9 +1,9 @@
 from urllib.parse import urlparse
-from tenacity import retry, stop_after_attempt, wait_fixed
 
 import requests
 from langchain_community.embeddings.huggingface import HuggingFaceInferenceAPIEmbeddings
 from pydantic.v1.types import SecretStr
+from tenacity import retry, stop_after_attempt, wait_fixed
 
 from langflow.base.embeddings.model import LCEmbeddingsModel
 from langflow.field_typing import Embeddings

src/backend/base/langflow/components/embeddings/TextEmbedder.py

@@ -1,8 +1,8 @@
 from langflow.custom import Component
-from langflow.io import HandleInput, MessageInput, Output
 from langflow.field_typing import Embeddings
-from langflow.schema.message import Message
+from langflow.io import HandleInput, MessageInput, Output
 from langflow.schema import Data
+from langflow.schema.message import Message
 
 
 class TextEmbedderComponent(Component):

src/backend/base/langflow/components/embeddings/__init__.py

@@ -3,11 +3,11 @@ from .AmazonBedrockEmbeddings import AmazonBedrockEmbeddingsComponent
 from .AstraVectorize import AstraVectorizeComponent
 from .AzureOpenAIEmbeddings import AzureOpenAIEmbeddingsComponent
 from .CohereEmbeddings import CohereEmbeddingsComponent
+from .GoogleGenerativeAIEmbeddings import GoogleGenerativeAIEmbeddingsComponent
 from .HuggingFaceInferenceAPIEmbeddings import HuggingFaceInferenceAPIEmbeddingsComponent
 from .OllamaEmbeddings import OllamaEmbeddingsComponent
 from .OpenAIEmbeddings import OpenAIEmbeddingsComponent
 from .VertexAIEmbeddings import VertexAIEmbeddingsComponent
-from .GoogleGenerativeAIEmbeddings import GoogleGenerativeAIEmbeddingsComponent
 
 __all__ = [
     "AIMLEmbeddingsComponent",

src/backend/base/langflow/components/helpers/StoreMessage.py

@@ -1,8 +1,8 @@
 from langflow.custom import Component
-from langflow.inputs import MessageInput, StrInput, HandleInput
+from langflow.inputs import HandleInput, MessageInput, StrInput
+from langflow.memory import get_messages, store_message
 from langflow.schema.message import Message
 from langflow.template import Output
-from langflow.memory import get_messages, store_message
 from langflow.utils.constants import MESSAGE_SENDER_AI, MESSAGE_SENDER_NAME_AI
 
 

src/backend/base/langflow/components/helpers/__init__.py

@@ -1,4 +1,5 @@
 from .CombineText import CombineTextComponent
+from .CreateList import CreateListComponent
 from .CustomComponent import CustomComponent
 from .FilterData import FilterDataComponent
 from .IDGenerator import IDGeneratorComponent
@@ -7,8 +8,6 @@ from .MergeData import MergeDataComponent
 from .ParseData import ParseDataComponent
 from .SplitText import SplitTextComponent
 from .StoreMessage import StoreMessageComponent
-from .CreateList import CreateListComponent
-
 
 __all__ = [
     "CreateListComponent",

src/backend/base/langflow/components/inputs/ChatInput.py

@@ -4,7 +4,7 @@ from langflow.inputs import BoolInput
 from langflow.io import DropdownInput, FileInput, MessageTextInput, MultilineInput, Output
 from langflow.memory import store_message
 from langflow.schema.message import Message
-from langflow.utils.constants import MESSAGE_SENDER_AI, MESSAGE_SENDER_USER, MESSAGE_SENDER_NAME_USER
+from langflow.utils.constants import MESSAGE_SENDER_AI, MESSAGE_SENDER_NAME_USER, MESSAGE_SENDER_USER
 
 
 class ChatInput(ChatComponent):

src/backend/base/langflow/components/langchain_utilities/SQLDatabase.py

@@ -1,8 +1,9 @@
 from langchain_community.utilities.sql_database import SQLDatabase
-from langflow.custom import CustomComponent
 from sqlalchemy import create_engine
 from sqlalchemy.pool import StaticPool
 
+from langflow.custom import CustomComponent
+
 
 class SQLDatabaseComponent(CustomComponent):
     display_name = "SQLDatabase"

src/backend/base/langflow/components/link_extractors/HtmlLinkExtractor.py

@@ -1,10 +1,10 @@
 from typing import Any
 
-from langchain_community.graph_vectorstores.extractors import LinkExtractorTransformer, HtmlLinkExtractor
+from langchain_community.graph_vectorstores.extractors import HtmlLinkExtractor, LinkExtractorTransformer
 from langchain_core.documents import BaseDocumentTransformer
 
 from langflow.base.document_transformers.model import LCDocumentTransformerComponent
-from langflow.inputs import DataInput, StrInput, BoolInput
+from langflow.inputs import BoolInput, DataInput, StrInput
 
 
 class HtmlLinkExtractorComponent(LCDocumentTransformerComponent):

src/backend/base/langflow/components/memories/AstraDBChatMemory.py

@@ -1,6 +1,6 @@
 from langflow.base.memory.model import LCChatMemoryComponent
-from langflow.inputs import MessageTextInput, StrInput, SecretStrInput
 from langflow.field_typing import BaseChatMessageHistory
+from langflow.inputs import MessageTextInput, SecretStrInput, StrInput
 
 
 class AstraDBChatMemory(LCChatMemoryComponent):

src/backend/base/langflow/components/memories/CassandraChatMemory.py

@@ -1,6 +1,6 @@
 from langflow.base.memory.model import LCChatMemoryComponent
-from langflow.inputs import MessageTextInput, SecretStrInput, DictInput
 from langflow.field_typing import BaseChatMessageHistory
+from langflow.inputs import DictInput, MessageTextInput, SecretStrInput
 
 
 class CassandraChatMemory(LCChatMemoryComponent):

src/backend/base/langflow/components/memories/ZepChatMemory.py

@@ -1,6 +1,6 @@
 from langflow.base.memory.model import LCChatMemoryComponent
-from langflow.inputs import MessageTextInput, SecretStrInput, DropdownInput
 from langflow.field_typing import BaseChatMessageHistory
+from langflow.inputs import DropdownInput, MessageTextInput, SecretStrInput
 
 
 class ZepChatMemory(LCChatMemoryComponent):

src/backend/base/langflow/components/models/AIMLModel.py

@@ -1,10 +1,10 @@
-from langflow.field_typing.range_spec import RangeSpec
 from langchain_openai import ChatOpenAI
 from pydantic.v1 import SecretStr
 
 from langflow.base.models.aiml_constants import AIML_CHAT_MODELS
 from langflow.base.models.model import LCModelComponent
 from langflow.field_typing import LanguageModel
+from langflow.field_typing.range_spec import RangeSpec
 from langflow.inputs import (
     DictInput,
     DropdownInput,

src/backend/base/langflow/components/models/AzureOpenAIModel.py

@@ -1,4 +1,5 @@
 from langchain_openai import AzureChatOpenAI
+
 from langflow.base.models.model import LCModelComponent
 from langflow.field_typing import LanguageModel
 from langflow.inputs import MessageTextInput

src/backend/base/langflow/components/models/GroqModel.py

@@ -1,5 +1,6 @@
-import requests
 from typing import List
+
+import requests
 from langchain_groq import ChatGroq
 from pydantic.v1 import SecretStr
 

src/backend/base/langflow/components/models/HuggingFaceModel.py

@@ -1,11 +1,12 @@
-from tenacity import retry, stop_after_attempt, wait_fixed
+from typing import Any, Dict, Optional
+
 from langchain_community.llms.huggingface_endpoint import HuggingFaceEndpoint
+from tenacity import retry, stop_after_attempt, wait_fixed
 
 # TODO: langchain_community.llms.huggingface_endpoint is depreciated. Need to update to langchain_huggingface, but have dependency with langchain_core 0.3.0
 from langflow.base.models.model import LCModelComponent
 from langflow.field_typing import LanguageModel
-from langflow.io import DictInput, DropdownInput, SecretStrInput, StrInput, IntInput, FloatInput
-from typing import Any, Dict, Optional
+from langflow.io import DictInput, DropdownInput, FloatInput, IntInput, SecretStrInput, StrInput
 
 
 class HuggingFaceEndpointsComponent(LCModelComponent):

src/backend/base/langflow/components/models/OpenAIModel.py

@@ -1,13 +1,13 @@
 import operator
 from functools import reduce
 
-from langflow.field_typing.range_spec import RangeSpec
 from langchain_openai import ChatOpenAI
 from pydantic.v1 import SecretStr
 
 from langflow.base.models.model import LCModelComponent
 from langflow.base.models.openai_constants import OPENAI_MODEL_NAMES
 from langflow.field_typing import LanguageModel
+from langflow.field_typing.range_spec import RangeSpec
 from langflow.inputs import (
     BoolInput,
     DictInput,

src/backend/base/langflow/components/models/PerplexityModel.py

@@ -3,7 +3,7 @@ from pydantic.v1 import SecretStr
 
 from langflow.base.models.model import LCModelComponent
 from langflow.field_typing import LanguageModel
-from langflow.io import FloatInput, SecretStrInput, DropdownInput, IntInput
+from langflow.io import DropdownInput, FloatInput, IntInput, SecretStrInput
 
 
 class PerplexityComponent(LCModelComponent):

src/backend/base/langflow/components/models/__init__.py

@@ -8,8 +8,8 @@ from .GoogleGenerativeAIModel import GoogleGenerativeAIComponent
 from .HuggingFaceModel import HuggingFaceEndpointsComponent
 from .OllamaModel import ChatOllamaComponent
 from .OpenAIModel import OpenAIModelComponent
-from .VertexAiModel import ChatVertexAIComponent
 from .PerplexityModel import PerplexityComponent
+from .VertexAiModel import ChatVertexAIComponent
 
 __all__ = [
     "AIMLModelComponent",

src/backend/base/langflow/components/prompts/LangChainHubPrompt.py

@@ -1,15 +1,13 @@
+import re
 from typing import List
 
 from langflow.custom import Component
-from langflow.inputs import StrInput, SecretStrInput, DefaultPromptField
+from langflow.inputs import DefaultPromptField, SecretStrInput, StrInput
 from langflow.io import Output
 from langflow.schema.message import Message
 
 from langchain_core.prompts import HumanMessagePromptTemplate
 
-import re
-
-
 class LangChainHubPromptComponent(Component):
     display_name: str = "LangChain Hub"
     description: str = "Prompt Component that uses LangChain Hub prompts"

src/backend/base/langflow/components/prompts/__init__.py

@@ -1,4 +1,4 @@
-from .Prompt import PromptComponent
 from .LangChainHubPrompt import LangChainHubPromptComponent
+from .Prompt import PromptComponent
 
 __all__ = ["PromptComponent", "LangChainHubPromptComponent"]

src/backend/base/langflow/components/prototypes/CreateData.py

@@ -1,10 +1,9 @@
 from typing import Any
 
 from langflow.custom import Component
-from langflow.inputs.inputs import IntInput, MessageTextInput, DictInput, BoolInput
-from langflow.io import Output
-
 from langflow.field_typing.range_spec import RangeSpec
+from langflow.inputs.inputs import BoolInput, DictInput, IntInput, MessageTextInput
+from langflow.io import Output
 from langflow.schema import Data
 from langflow.schema.dotdict import dotdict
 

src/backend/base/langflow/components/prototypes/JSONCleaner.py

@@ -1,10 +1,11 @@
 import json
 import re
 import unicodedata
+
 from langflow.custom import Component
-from langflow.inputs import MessageTextInput, BoolInput
-from langflow.template import Output
+from langflow.inputs import BoolInput, MessageTextInput
 from langflow.schema.message import Message
+from langflow.template import Output
 
 
 class JSONCleaner(Component):

src/backend/base/langflow/components/prototypes/RunnableExecutor.py

@@ -1,8 +1,9 @@
+from langchain.agents import AgentExecutor
+
 from langflow.custom import Component
-from langflow.inputs import HandleInput, MessageTextInput, BoolInput
+from langflow.inputs import BoolInput, HandleInput, MessageTextInput
 from langflow.schema.message import Message
 from langflow.template import Output
-from langchain.agents import AgentExecutor
 
 
 class RunnableExecComponent(Component):

src/backend/base/langflow/components/prototypes/SelectData.py

@@ -1,8 +1,7 @@
 from langflow.custom import Component
+from langflow.field_typing.range_spec import RangeSpec
 from langflow.inputs.inputs import DataInput, IntInput
 from langflow.io import Output
-
-from langflow.field_typing.range_spec import RangeSpec
 from langflow.schema import Data
 
 

src/backend/base/langflow/components/prototypes/UpdateData.py

@@ -1,10 +1,9 @@
 from typing import Any
 
 from langflow.custom import Component
-from langflow.inputs.inputs import IntInput, MessageTextInput, DictInput, DataInput, BoolInput
-from langflow.io import Output
-
 from langflow.field_typing.range_spec import RangeSpec
+from langflow.inputs.inputs import BoolInput, DataInput, DictInput, IntInput, MessageTextInput
+from langflow.io import Output
 from langflow.schema import Data
 from langflow.schema.dotdict import dotdict
 

src/backend/base/langflow/components/prototypes/__init__.py

@@ -1,4 +1,5 @@
 from .ConditionalRouter import ConditionalRouterComponent
+from .CreateData import CreateDataComponent
 from .FlowTool import FlowToolComponent
 from .Listen import ListenComponent
 from .Notify import NotifyComponent
@@ -8,7 +9,6 @@ from .RunFlow import RunFlowComponent
 from .RunnableExecutor import RunnableExecComponent
 from .SQLExecutor import SQLExecutorComponent
 from .SubFlow import SubFlowComponent
-from .CreateData import CreateDataComponent
 from .UpdateData import UpdateDataComponent
 
 __all__ = [

src/backend/base/langflow/components/textsplitters/LanguageRecursiveTextSplitter.py

@@ -3,7 +3,7 @@ from typing import Any
 from langchain_text_splitters import Language, RecursiveCharacterTextSplitter, TextSplitter
 
 from langflow.base.textsplitters.model import LCTextSplitterComponent
-from langflow.inputs import IntInput, DataInput, DropdownInput
+from langflow.inputs import DataInput, DropdownInput, IntInput
 
 
 class LanguageRecursiveTextSplitterComponent(LCTextSplitterComponent):

src/backend/base/langflow/components/textsplitters/RecursiveCharacterTextSplitter.py

@@ -1,5 +1,7 @@
 from typing import Any
+
 from langchain_text_splitters import RecursiveCharacterTextSplitter, TextSplitter
+
 from langflow.base.textsplitters.model import LCTextSplitterComponent
 from langflow.inputs.inputs import DataInput, IntInput, MessageTextInput
 from langflow.utils.util import unescape_string

src/backend/base/langflow/components/textsplitters/__init__.py

@@ -1,7 +1,7 @@
 from .CharacterTextSplitter import CharacterTextSplitterComponent
 from .LanguageRecursiveTextSplitter import LanguageRecursiveTextSplitterComponent
-from .RecursiveCharacterTextSplitter import RecursiveCharacterTextSplitterComponent
 from .NaturalLanguageTextSplitter import NaturalLanguageTextSplitterComponent
+from .RecursiveCharacterTextSplitter import RecursiveCharacterTextSplitterComponent
 
 __all__ = [
     "CharacterTextSplitterComponent",

src/backend/base/langflow/components/toolkits/VectorStoreInfo.py

@@ -1,6 +1,7 @@
 from langchain.agents.agent_toolkits.vectorstore.toolkit import VectorStoreInfo
+
 from langflow.custom import Component
-from langflow.inputs import HandleInput, MultilineInput, MessageTextInput
+from langflow.inputs import HandleInput, MessageTextInput, MultilineInput
 from langflow.template import Output
 
 

src/backend/base/langflow/components/toolkits/__init__.py

@@ -1,6 +1,6 @@
+from .ComposioAPI import ComposioAPIComponent
 from .Metaphor import MetaphorToolkit
 from .VectorStoreInfo import VectorStoreInfoComponent
-from .ComposioAPI import ComposioAPIComponent
 
 __all__ = [
     "MetaphorToolkit",

src/backend/base/langflow/components/tools/Calculator.py

@@ -1,12 +1,14 @@
 import ast
 import operator
 from typing import List
+
+from langchain.tools import StructuredTool
 from pydantic import BaseModel, Field
+
 from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.field_typing import Tool
 from langflow.inputs import MessageTextInput
 from langflow.schema import Data
-from langflow.field_typing import Tool
-from langchain.tools import StructuredTool
 
 
 class CalculatorToolComponent(LCToolComponent):

src/backend/base/langflow/components/tools/DuckDuckGoSearchRun.py

@@ -1,11 +1,13 @@
-from typing import Dict, Any, List
-from pydantic import BaseModel, Field
-from langchain_community.tools import DuckDuckGoSearchRun
-from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import MessageTextInput, IntInput
-from langflow.schema import Data
-from langflow.field_typing import Tool
+from typing import Any, Dict, List
+
 from langchain.tools import StructuredTool
+from langchain_community.tools import DuckDuckGoSearchRun
+from pydantic import BaseModel, Field
+
+from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.field_typing import Tool
+from langflow.inputs import IntInput, MessageTextInput
+from langflow.schema import Data
 
 
 class DuckDuckGoSearchComponent(LCToolComponent):

src/backend/base/langflow/components/tools/GleanSearchAPI.py

@@ -1,14 +1,13 @@
-import httpx
 import json
-
 from typing import Any, Dict, Optional, Union
 from urllib.parse import urljoin
 
+import httpx
 from langchain_core.pydantic_v1 import BaseModel
 
 from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import SecretStrInput, StrInput, NestedDictInput, IntInput
 from langflow.field_typing import Tool
+from langflow.inputs import IntInput, NestedDictInput, SecretStrInput, StrInput
 from langflow.schema import Data
 
 

src/backend/base/langflow/components/tools/GoogleSearchAPI.py

@@ -3,7 +3,7 @@ from typing import Union
 from langchain_core.tools import Tool
 
 from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import SecretStrInput, MultilineInput, IntInput
+from langflow.inputs import IntInput, MultilineInput, SecretStrInput
 from langflow.schema import Data
 
 

src/backend/base/langflow/components/tools/GoogleSerperAPI.py

@@ -3,9 +3,9 @@ from typing import Union
 from langchain_community.utilities.google_serper import GoogleSerperAPIWrapper
 
 from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import SecretStrInput, MultilineInput, IntInput
-from langflow.schema import Data
 from langflow.field_typing import Tool
+from langflow.inputs import IntInput, MultilineInput, SecretStrInput
+from langflow.schema import Data
 
 
 class GoogleSerperAPIComponent(LCToolComponent):

src/backend/base/langflow/components/tools/PythonCodeStructuredTool.py

@@ -3,12 +3,12 @@ import json
 from typing import Any
 
 from langchain.agents import Tool
-from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs.inputs import MultilineInput, MessageTextInput, BoolInput, DropdownInput, HandleInput, FieldTypes
 from langchain_core.tools import StructuredTool
 from pydantic.v1 import Field, create_model
 from pydantic.v1.fields import Undefined
 
+from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.inputs.inputs import BoolInput, DropdownInput, FieldTypes, HandleInput, MessageTextInput, MultilineInput
 from langflow.io import Output
 from langflow.schema import Data
 from langflow.schema.dotdict import dotdict

src/backend/base/langflow/components/tools/PythonREPLTool.py

@@ -1,12 +1,14 @@
 import importlib
 from typing import List, Union
-from pydantic import BaseModel, Field
-from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import StrInput
-from langflow.schema import Data
-from langflow.field_typing import Tool
+
 from langchain.tools import StructuredTool
 from langchain_experimental.utilities import PythonREPL
+from pydantic import BaseModel, Field
+
+from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.field_typing import Tool
+from langflow.inputs import StrInput
+from langflow.schema import Data
 
 
 class PythonREPLToolComponent(LCToolComponent):

src/backend/base/langflow/components/tools/SearXNGTool.py

@@ -1,15 +1,15 @@
-from typing import Any
-import requests
 import json
+from typing import Any
 
-from pydantic.v1 import Field, create_model
-
+import requests
 from langchain.agents import Tool
 from langchain_core.tools import StructuredTool
+from pydantic.v1 import Field, create_model
+
 from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import MessageTextInput, MultiselectInput, DropdownInput, IntInput
-from langflow.schema.dotdict import dotdict
+from langflow.inputs import DropdownInput, IntInput, MessageTextInput, MultiselectInput
 from langflow.io import Output
+from langflow.schema.dotdict import dotdict
 
 
 class SearXNGToolComponent(LCToolComponent):

src/backend/base/langflow/components/tools/SearchAPI.py

@@ -1,11 +1,13 @@
-from typing import Dict, Any, Optional, List
-from pydantic import BaseModel, Field
-from langchain_community.utilities.searchapi import SearchApiAPIWrapper
-from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import SecretStrInput, MultilineInput, DictInput, MessageTextInput, IntInput
-from langflow.schema import Data
-from langflow.field_typing import Tool
+from typing import Any, Dict, List, Optional
+
 from langchain.tools import StructuredTool
+from langchain_community.utilities.searchapi import SearchApiAPIWrapper
+from pydantic import BaseModel, Field
+
+from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.field_typing import Tool
+from langflow.inputs import DictInput, IntInput, MessageTextInput, MultilineInput, SecretStrInput
+from langflow.schema import Data
 
 
 class SearchAPIComponent(LCToolComponent):

src/backend/base/langflow/components/tools/SerpAPI.py

@@ -1,11 +1,13 @@
-from typing import Dict, Any, Optional, List
-from pydantic import BaseModel, Field
-from langchain_community.utilities.serpapi import SerpAPIWrapper
-from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs import SecretStrInput, DictInput, MultilineInput, IntInput
-from langflow.schema import Data
-from langflow.field_typing import Tool
+from typing import Any, Dict, List, Optional
+
 from langchain.tools import StructuredTool
+from langchain_community.utilities.serpapi import SerpAPIWrapper
+from pydantic import BaseModel, Field
+
+from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.field_typing import Tool
+from langflow.inputs import DictInput, IntInput, MultilineInput, SecretStrInput
+from langflow.schema import Data
 
 
 class SerpAPIComponent(LCToolComponent):

src/backend/base/langflow/components/tools/WikipediaAPI.py

@@ -1,4 +1,5 @@
 from typing import cast
+
 from langchain_community.tools import WikipediaQueryRun
 from langchain_community.utilities.wikipedia import WikipediaAPIWrapper
 

src/backend/base/langflow/components/tools/__init__.py

@@ -1,17 +1,16 @@
-from .PythonREPLTool import PythonREPLToolComponent
-from .RetrieverTool import RetrieverToolComponent
 from .BingSearchAPI import BingSearchAPIComponent
+from .Calculator import CalculatorToolComponent
 from .GleanSearchAPI import GleanSearchAPIComponent
 from .GoogleSearchAPI import GoogleSearchAPIComponent
 from .GoogleSerperAPI import GoogleSerperAPIComponent
 from .PythonCodeStructuredTool import PythonCodeStructuredTool
+from .PythonREPLTool import PythonREPLToolComponent
+from .RetrieverTool import RetrieverToolComponent
 from .SearchAPI import SearchAPIComponent
 from .SearXNGTool import SearXNGToolComponent
 from .SerpAPI import SerpAPIComponent
 from .WikipediaAPI import WikipediaAPIComponent
 from .WolframAlphaAPI import WolframAlphaAPIComponent
-from .Calculator import CalculatorToolComponent
-
 
 __all__ = [
     "RetrieverToolComponent",

src/backend/base/langflow/components/vectorstores/CassandraGraph.py

@@ -1,8 +1,8 @@
 from typing import List
+from uuid import UUID
 
 from langchain_community.graph_vectorstores import CassandraGraphVectorStore
 from loguru import logger
-from uuid import UUID
 
 from langflow.base.vectorstores.model import LCVectorStoreComponent, check_cached_vector_store
 from langflow.helpers.data import docs_to_data

src/backend/base/langflow/components/vectorstores/Chroma.py

@@ -7,7 +7,7 @@ from loguru import logger
 
 from langflow.base.vectorstores.model import LCVectorStoreComponent, check_cached_vector_store
 from langflow.base.vectorstores.utils import chroma_collection_to_data
-from langflow.io import BoolInput, DataInput, DropdownInput, HandleInput, IntInput, StrInput, MultilineInput
+from langflow.io import BoolInput, DataInput, DropdownInput, HandleInput, IntInput, MultilineInput, StrInput
 from langflow.schema import Data
 
 if TYPE_CHECKING:

src/backend/base/langflow/components/vectorstores/Clickhouse.py

@@ -6,14 +6,14 @@ from langflow.base.vectorstores.model import LCVectorStoreComponent, check_cache
 from langflow.helpers.data import docs_to_data
 from langflow.inputs import BoolInput, FloatInput
 from langflow.io import (
+    DataInput,
+    DictInput,
+    DropdownInput,
     HandleInput,
     IntInput,
-    StrInput,
-    SecretStrInput,
-    DataInput,
-    DropdownInput,
     MultilineInput,
-    DictInput,
+    SecretStrInput,
+    StrInput,
 )
 from langflow.schema import Data
 

src/backend/base/langflow/components/vectorstores/Couchbase.py

@@ -5,7 +5,7 @@ from langchain_community.vectorstores import CouchbaseVectorStore
 
 from langflow.base.vectorstores.model import LCVectorStoreComponent, check_cached_vector_store
 from langflow.helpers.data import docs_to_data
-from langflow.io import HandleInput, IntInput, StrInput, SecretStrInput, DataInput, MultilineInput
+from langflow.io import DataInput, HandleInput, IntInput, MultilineInput, SecretStrInput, StrInput
 from langflow.schema import Data
 
 

src/backend/base/langflow/components/vectorstores/HCD.py

@@ -185,8 +185,8 @@ class HCDVectorStoreComponent(LCVectorStoreComponent):
             )
 
         try:
-            from astrapy.constants import Environment
             from astrapy.authentication import UsernamePasswordTokenProvider
+            from astrapy.constants import Environment
         except ImportError:
             raise ImportError(
                 "Could not import astrapy integration package. " "Please install it with `pip install astrapy`."