diff --git a/libs/community/langchain_community/agent_toolkits/__init__.py b/libs/community/langchain_community/agent_toolkits/__init__.py
index 5b65dcf8b88..29a4ab5d6c1 100644
--- a/libs/community/langchain_community/agent_toolkits/__init__.py
+++ b/libs/community/langchain_community/agent_toolkits/__init__.py
@@ -1,68 +1,46 @@
 """**Toolkits** are sets of tools that can be used to interact with
 various services and APIs.
 """
-from langchain_community.agent_toolkits.ainetwork.toolkit import AINetworkToolkit
-from langchain_community.agent_toolkits.amadeus.toolkit import AmadeusToolkit
-from langchain_community.agent_toolkits.azure_cognitive_services import (
-    AzureCognitiveServicesToolkit,
-)
-from langchain_community.agent_toolkits.cogniswitch.toolkit import CogniswitchToolkit
-from langchain_community.agent_toolkits.connery import ConneryToolkit
-from langchain_community.agent_toolkits.file_management.toolkit import (
-    FileManagementToolkit,
-)
-from langchain_community.agent_toolkits.gmail.toolkit import GmailToolkit
-from langchain_community.agent_toolkits.jira.toolkit import JiraToolkit
-from langchain_community.agent_toolkits.json.base import create_json_agent
-from langchain_community.agent_toolkits.json.toolkit import JsonToolkit
-from langchain_community.agent_toolkits.multion.toolkit import MultionToolkit
-from langchain_community.agent_toolkits.nasa.toolkit import NasaToolkit
-from langchain_community.agent_toolkits.nla.toolkit import NLAToolkit
-from langchain_community.agent_toolkits.office365.toolkit import O365Toolkit
-from langchain_community.agent_toolkits.openapi.base import create_openapi_agent
-from langchain_community.agent_toolkits.openapi.toolkit import OpenAPIToolkit
-from langchain_community.agent_toolkits.playwright.toolkit import (
-    PlayWrightBrowserToolkit,
-)
-from langchain_community.agent_toolkits.polygon.toolkit import PolygonToolkit
-from langchain_community.agent_toolkits.powerbi.base import create_pbi_agent
-from langchain_community.agent_toolkits.powerbi.chat_base import create_pbi_chat_agent
-from langchain_community.agent_toolkits.powerbi.toolkit import PowerBIToolkit
-from langchain_community.agent_toolkits.slack.toolkit import SlackToolkit
-from langchain_community.agent_toolkits.spark_sql.base import create_spark_sql_agent
-from langchain_community.agent_toolkits.spark_sql.toolkit import SparkSQLToolkit
-from langchain_community.agent_toolkits.sql.base import create_sql_agent
-from langchain_community.agent_toolkits.sql.toolkit import SQLDatabaseToolkit
-from langchain_community.agent_toolkits.steam.toolkit import SteamToolkit
-from langchain_community.agent_toolkits.zapier.toolkit import ZapierToolkit
+import importlib
+from typing import Any
 
-__all__ = [
-    "AINetworkToolkit",
-    "AmadeusToolkit",
-    "AzureCognitiveServicesToolkit",
-    "CogniswitchToolkit",
-    "ConneryToolkit",
-    "FileManagementToolkit",
-    "GmailToolkit",
-    "JiraToolkit",
-    "JsonToolkit",
-    "MultionToolkit",
-    "NasaToolkit",
-    "NLAToolkit",
-    "O365Toolkit",
-    "OpenAPIToolkit",
-    "PlayWrightBrowserToolkit",
-    "PolygonToolkit",
-    "PowerBIToolkit",
-    "SlackToolkit",
-    "SteamToolkit",
-    "SQLDatabaseToolkit",
-    "SparkSQLToolkit",
-    "ZapierToolkit",
-    "create_json_agent",
-    "create_openapi_agent",
-    "create_pbi_agent",
-    "create_pbi_chat_agent",
-    "create_spark_sql_agent",
-    "create_sql_agent",
-]
+_module_lookup = {
+    "AINetworkToolkit": "langchain_community.agent_toolkits.ainetwork.toolkit",
+    "AmadeusToolkit": "langchain_community.agent_toolkits.amadeus.toolkit",
+    "AzureCognitiveServicesToolkit": "langchain_community.agent_toolkits.azure_cognitive_services",  # noqa: E501
+    "CogniswitchToolkit": "langchain_community.agent_toolkits.cogniswitch.toolkit",
+    "ConneryToolkit": "langchain_community.agent_toolkits.connery",
+    "FileManagementToolkit": "langchain_community.agent_toolkits.file_management.toolkit",  # noqa: E501
+    "GmailToolkit": "langchain_community.agent_toolkits.gmail.toolkit",
+    "JiraToolkit": "langchain_community.agent_toolkits.jira.toolkit",
+    "JsonToolkit": "langchain_community.agent_toolkits.json.toolkit",
+    "MultionToolkit": "langchain_community.agent_toolkits.multion.toolkit",
+    "NLAToolkit": "langchain_community.agent_toolkits.nla.toolkit",
+    "NasaToolkit": "langchain_community.agent_toolkits.nasa.toolkit",
+    "O365Toolkit": "langchain_community.agent_toolkits.office365.toolkit",
+    "OpenAPIToolkit": "langchain_community.agent_toolkits.openapi.toolkit",
+    "PlayWrightBrowserToolkit": "langchain_community.agent_toolkits.playwright.toolkit",
+    "PolygonToolkit": "langchain_community.agent_toolkits.polygon.toolkit",
+    "PowerBIToolkit": "langchain_community.agent_toolkits.powerbi.toolkit",
+    "SQLDatabaseToolkit": "langchain_community.agent_toolkits.sql.toolkit",
+    "SlackToolkit": "langchain_community.agent_toolkits.slack.toolkit",
+    "SparkSQLToolkit": "langchain_community.agent_toolkits.spark_sql.toolkit",
+    "SteamToolkit": "langchain_community.agent_toolkits.steam.toolkit",
+    "ZapierToolkit": "langchain_community.agent_toolkits.zapier.toolkit",
+    "create_json_agent": "langchain_community.agent_toolkits.json.base",
+    "create_openapi_agent": "langchain_community.agent_toolkits.openapi.base",
+    "create_pbi_agent": "langchain_community.agent_toolkits.powerbi.base",
+    "create_pbi_chat_agent": "langchain_community.agent_toolkits.powerbi.chat_base",
+    "create_spark_sql_agent": "langchain_community.agent_toolkits.spark_sql.base",
+    "create_sql_agent": "langchain_community.agent_toolkits.sql.base",
+}
+
+
+def __getattr__(name: str) -> Any:
+    if name in _module_lookup:
+        module = importlib.import_module(_module_lookup[name])
+        return getattr(module, name)
+    raise AttributeError(f"module {__name__} has no attribute {name}")
+
+
+__all__ = list(_module_lookup.keys())