feat: 移除不必要的命名空间导入，优化本地存储初始化

src/chat/knowledge/knowledge_lib.py

@@ -1,4 +1,4 @@
-from src.chat.knowledge.lpmmconfig import PG_NAMESPACE, global_config
+from src.chat.knowledge.lpmmconfig import global_config
 from src.chat.knowledge.embedding_store import EmbeddingManager
 from src.chat.knowledge.llm_client import LLMClient
 from src.chat.knowledge.mem_active_manager import MemoryActiveManager
@@ -6,10 +6,83 @@ from src.chat.knowledge.qa_manager import QAManager
 from src.chat.knowledge.kg_manager import KGManager
 from src.chat.knowledge.global_logger import logger
 from src.config.config import global_config as bot_global_config
-# try:
-#     import quick_algo
-# except ImportError:
-#     print("quick_algo not found, please install it first")
+from src.manager.local_store_manager import local_storage
+import os
+
+INVALID_ENTITY = [
+    "",
+    "你",
+    "他",
+    "她",
+    "它",
+    "我们",
+    "你们",
+    "他们",
+    "她们",
+    "它们",
+]
+PG_NAMESPACE = "paragraph"
+ENT_NAMESPACE = "entity"
+REL_NAMESPACE = "relation"
+
+RAG_GRAPH_NAMESPACE = "rag-graph"
+RAG_ENT_CNT_NAMESPACE = "rag-ent-cnt"
+RAG_PG_HASH_NAMESPACE = "rag-pg-hash"
+
+
+ROOT_PATH = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "..", ".."))
+
+def _initialize_knowledge_local_storage():
+    """
+    初始化知识库相关的本地存储配置
+    使用字典批量设置，避免重复的if判断
+    """
+    # 定义所有需要初始化的配置项
+    default_configs = {
+        # 路径配置
+        'root_path': ROOT_PATH,
+        'data_path': f"{ROOT_PATH}/data",
+        'lpmm_raw_data_path': f"{ROOT_PATH}/data/raw_data",
+        'lpmm_openie_data_path': f"{ROOT_PATH}/data/openie",
+        'lpmm_embedding_data_dir': f"{ROOT_PATH}/data/embedding",
+        'lpmm_rag_data_dir': f"{ROOT_PATH}/data/rag",
+        
+        # 实体和命名空间配置
+        'lpmm_invalid_entity': INVALID_ENTITY,
+        'pg_namespace': PG_NAMESPACE,
+        'ent_namespace': ENT_NAMESPACE,
+        'rel_namespace': REL_NAMESPACE,
+        
+        # RAG相关命名空间配置
+        'rag_graph_namespace': RAG_GRAPH_NAMESPACE,
+        'rag_ent_cnt_namespace': RAG_ENT_CNT_NAMESPACE,
+        'rag_pg_hash_namespace': RAG_PG_HASH_NAMESPACE
+    }
+    
+    # 日志级别映射：重要配置用info，其他用debug
+    important_configs = {'root_path', 'data_path'}
+    
+    # 批量设置配置项
+    initialized_count = 0
+    for key, default_value in default_configs.items():
+        if local_storage.get(key) is None:
+            local_storage.set(key, default_value)
+            
+            # 根据重要性选择日志级别
+            if key in important_configs:
+                logger.info(f"设置{key}: {default_value}")
+            else:
+                logger.debug(f"设置{key}: {default_value}")
+            
+            initialized_count += 1
+    
+    if initialized_count > 0:
+        logger.info(f"知识库本地存储初始化完成，共设置 {initialized_count} 项配置")
+    else:
+        logger.debug("知识库本地存储配置已存在，跳过初始化")
+    
+# 初始化本地存储路径
+_initialize_knowledge_local_storage()
 
 # 检查LPMM知识库是否启用
 if bot_global_config.lpmm_knowledge.enable: