后端添加cache；前端改动agents

backend/retrieval_group.py

@@ -1,13 +1,13 @@
 from autogen.coding import LocalCommandLineCodeExecutor
 import autogen
 import os
-from .constant import config_list, STREAM, SILENT, WORK_DIR
+from .constant import config_list, STREAM, SILENT, WORK_DIR, CACHE
 from .utils import load_agent_configs,retrieval_from_knowledge_base, web_searcher, retrieval_from_graphrag
 
 
 
 agent_configs = load_agent_configs(os.path.join(os.path.dirname(os.path.abspath(__file__)), "config/retrieval_group.yaml"))
-llm_config = {"config_list": config_list, "stream": STREAM}
+llm_config = {"config_list": config_list, "stream": STREAM, "cache_seed": CACHE}
 
 
 def init_retrieval_group(work_dir, venv_context):