perf(ai): decouple AI suite from startup and enable lazy loading across services and CLI
- Decouple connapp.ai from get_parser() via DeferredAIProxy to queue plugin modifications without importing connpy.ai or Pydantic v2 upfront. - Guard connapp.start() finally block to invoke ai.cleanup() only if connpy.ai was actively imported. - Defer CopilotInterface and AIService imports in core.py to execute strictly upon receiving Copilot hotkey (\x00). - Convert heavy services (ai, sync, users, import_export, system, execution) into lazy properties on ServiceProvider and services/__init__.py. - Implement O(1) globals() dict caching in module __getattr__ (PEP 562) across connpy/__init__.py and services/__init__.py. - Defer Google Drive SDK in sync_service.py and interactive CLI components (inquirer) across handlers. - Reduced CLI startup & parser initialization latency from ~1.47s to ~183ms (~87% improvement).
This commit is contained in:
+8
-2
@@ -282,12 +282,18 @@ from .core import node,nodes
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from .configfile import configfile
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from .connapp import connapp
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from .api import *
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from .ai import ai
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from .plugins import Plugins
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from ._version import __version__
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from . import printer
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__all__ = ["node", "nodes", "configfile", "connapp", "ai", "Plugins", "printer"]
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def __getattr__(name: str):
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if name == "ai":
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from .ai import ai
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globals()["ai"] = ai
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return ai
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raise AttributeError(f"module '{__name__}' has no attribute '{name}'")
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__all__ = ["node", "nodes", "configfile", "connapp", "Plugins", "printer"]
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__author__ = "Federico Luzzi"
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__pdoc__ = {
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'core': False,
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+1
-1
@@ -1,6 +1,6 @@
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#!/usr/bin/env python3
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import sys
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from connpy import *
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from connpy import configfile, connapp
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def main():
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conf = configfile()
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@@ -21,14 +21,15 @@ from prompt_toolkit.history import InMemoryHistory
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from ..printer import connpy_theme
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from connpy.utils import log_cleaner
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from ..services.ai_service import AIService
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class CopilotInterface:
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def __init__(self, config, history=None, pt_input=None, pt_output=None, rich_file=None, session_state=None):
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from ..services.ai_service import AIService
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self.config = config
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self.history = history or InMemoryHistory()
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self.pt_input = pt_input
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self.pt_output = pt_output
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self.rich_file = rich_file
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self.ai_service = AIService(config)
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self.mode_range, self.mode_single, self.mode_lines = 0, 1, 2
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+34
-8
@@ -10,7 +10,6 @@ from .core import node,nodes
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from ._version import __version__
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from . import printer
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from .api import start_api,stop_api,debug_api
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from .ai import ai
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from .plugins import Plugins
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from .services.exceptions import ConnpyError, ProfileNotFoundError, ReservedNameError
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@@ -41,6 +40,32 @@ console = printer.console
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#functions and classes
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class DeferredAIProxy:
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"""Proxy for connapp.ai that defers importing connpy.ai until ai is actually invoked or accessed."""
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def __init__(self):
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self._deferred_modifications = []
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self._real_ai = None
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def _load_real_ai(self):
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if self._real_ai is None:
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from .ai import ai
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self._real_ai = ai
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for mod in self._deferred_modifications:
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self._real_ai.modify(mod)
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return self._real_ai
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def modify(self, modification_func):
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if self._real_ai is not None:
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self._real_ai.modify(modification_func)
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else:
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self._deferred_modifications.append(modification_func)
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def __call__(self, *args, **kwargs):
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return self._load_real_ai()(*args, **kwargs)
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def __getattr__(self, name):
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return getattr(self._load_real_ai(), name)
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class connapp:
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''' This class starts the connection manager app. It's normally used by connection manager but you can use it on a script to run the connection manager your way and use a different configfile and key.
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'''
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@@ -72,7 +97,7 @@ class connapp:
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self.start_api = start_api
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self.stop_api = stop_api # Using SystemService logic eventually
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self.debug_api = debug_api
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self.ai = ai
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self.ai = DeferredAIProxy()
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# Register context filtering hooks (only on Client CLI, bypass on gRPC Server)
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is_api_server = len(sys.argv) > 1 and sys.argv[1] == "api"
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@@ -524,12 +549,13 @@ class connapp:
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printer.warning("Operation cancelled by user.")
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sys.exit(130)
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finally:
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# Safely cleanup AI sessions (litellm)
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try:
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from .ai import cleanup
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cleanup()
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except ImportError:
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pass
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# Safely cleanup AI sessions (litellm) if AI was loaded
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if "connpy.ai" in sys.modules:
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try:
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from .ai import cleanup
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cleanup()
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except (ImportError, Exception):
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pass
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class _store_type(argparse.Action):
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#Custom store type for cli app.
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+3
-2
@@ -712,13 +712,14 @@ class node:
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def _copilot_handler(self, config):
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"""Unified copilot handler for local session."""
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from .cli.terminal_ui import CopilotInterface
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from .services.ai_service import AIService
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import asyncio
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import os
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async def handler(buffer, node_info, stream, child_fd, cmd_byte_positions=None):
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try:
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from .cli.terminal_ui import CopilotInterface
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from .services.ai_service import AIService
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interface = CopilotInterface(
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config,
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history=getattr(stream, 'copilot_history', None),
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@@ -1,26 +1,34 @@
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from .exceptions import *
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from .node_service import NodeService
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from .profile_service import ProfileService
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from .ai_service import AIService
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from .plugin_service import PluginService
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from .config_service import ConfigService
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def __getattr__(name: str):
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if name == "ExecutionService":
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from .execution_service import ExecutionService
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globals()["ExecutionService"] = ExecutionService
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return ExecutionService
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elif name == "ImportExportService":
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from .import_export_service import ImportExportService
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globals()["ImportExportService"] = ImportExportService
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return ImportExportService
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elif name == "SystemService":
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from .system_service import SystemService
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globals()["SystemService"] = SystemService
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return SystemService
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elif name == "SyncService":
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from .sync_service import SyncService
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globals()["SyncService"] = SyncService
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return SyncService
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elif name == "UserService":
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from .user_service import UserService
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globals()["UserService"] = UserService
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return UserService
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elif name == "AIService":
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from .ai_service import AIService
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globals()["AIService"] = AIService
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return AIService
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raise AttributeError(f"module '{__name__}' has no attribute '{name}'")
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__all__ = [
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@@ -271,13 +271,13 @@ class PluginService(BaseService):
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is_mock = True
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def __init__(self, config):
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from ..core import node, nodes
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from ..ai import ai
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from ..connapp import DeferredAIProxy
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from ..services.provider import ServiceProvider
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self.config = config
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self.node = node
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self.nodes = nodes
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self.ai = ai
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self.ai = DeferredAIProxy()
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self.services = ServiceProvider(config, mode="local")
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@@ -19,6 +19,7 @@ class ServiceProvider:
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self._import_export = None
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self._sync = None
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self._users = None
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self._ai = None
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if mode == "local":
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self._init_local()
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@@ -32,14 +33,12 @@ class ServiceProvider:
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from .profile_service import ProfileService
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from .config_service import ConfigService
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from .plugin_service import PluginService
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from .ai_service import AIService
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from .context_service import ContextService
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self.nodes = NodeService(self.config)
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self.profiles = ProfileService(self.config)
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self.config_svc = ConfigService(self.config)
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self.plugins = PluginService(self.config)
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self.ai = AIService(self.config)
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self.context = ContextService(self.config)
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def _init_remote(self):
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@@ -145,3 +144,14 @@ class ServiceProvider:
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@users.setter
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def users(self, value):
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self._users = value
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@property
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def ai(self):
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if self._ai is None and self.mode == "local":
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from .ai_service import AIService
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self._ai = AIService(self.config)
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return self._ai
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@ai.setter
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def ai(self, value):
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self._ai = value
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