feat：优化对多模态/非多模态replyer的配置

src/llm_models/utils_model.py

@@ -3,6 +3,7 @@ from enum import Enum
 from typing import Any, Callable, Dict, List, Optional, Set, Tuple
 
 import asyncio
+import inspect
 import random
 import re
 import time
@@ -910,7 +911,11 @@ class LLMOrchestrator:
             model_info, api_provider, client = self._select_model(exclude_models=failed_models_this_request)
             message_list = []
             if message_factory:
-                message_list = message_factory(client)
+                parameter_count = len(inspect.signature(message_factory).parameters)
+                if parameter_count >= 2:
+                    message_list = message_factory(client, model_info)
+                else:
+                    message_list = message_factory(client)
             try:
                 request = self._build_client_request(
                     request_type=request_type,