[fix]修复服务启动 (#3)

api/README.md

@@ -60,6 +60,13 @@ LOG_LEVEL=INFO
 # 如需自动迁移数据库：设置 DB_AUTO_UPGRADE=true 或手动执行
 alembic upgrade head
 
+# 激活虚拟环境
+api\.venv\Scripts\activate
+
+# 目录切换到api下
+cd api
+
+
 # 启动开发服务
 uvicorn app.main:app --reload --port 8000
 

api/app/core/memory/agent/utils/multimodal.py

@@ -7,8 +7,8 @@ This module provides utilities for detecting and processing multimodal inputs
 
 import logging
 from typing import List
-
-from app.core.memory.agent.multimodal.speech_model import Vico_recognition
+# TODO 后续更新
+# from app.core.memory.agent.multimodal.speech_model import Vico_recognition
 from app.core.memory.agent.utils.llm_tools import picture_model_requests
 
 logger = logging.getLogger(__name__)

api/app/core/memory/main.py

@@ -1,8 +1,5 @@
 """
-MemSci 记忆系统主入口 - 重构版本
-
-该模块是重构后的记忆系统主入口，使用新的模块化架构。
-旧版本入口（app/core/memory/src/main.py）已删除。
+MemSci 记忆系统主入口 
 
 主要功能：
 1. 协调整个知识提取流水线

api/app/services/memory_agent_service.py

@@ -29,7 +29,8 @@ from app.core.memory.agent.utils.mcp_tools import get_mcp_server_config
 from app.core.memory.agent.utils.type_classifier import status_typle
 from app.db import get_db
 from app.repositories.neo4j.neo4j_connector import Neo4jConnector
-from app.core.memory.analytics.hot_memory_tags import get_hot_memory_tags
+# TODO 后续更新
+# from app.core.memory.analytics.hot_memory_tags import get_hot_memory_tags
 from app.core.memory.utils.llm.llm_utils import get_llm_client
 from app.schemas.memory_storage_schema import ApiResponse, ok, fail
 from app.models.knowledge_model import Knowledge, KnowledgeType

api/app/services/memory_storage_service.py

@@ -23,10 +23,11 @@ from app.schemas.memory_storage_schema import (
 )
 from app.repositories.data_config_repository import DataConfigRepository
 from app.repositories.neo4j.neo4j_connector import Neo4jConnector
-from app.core.memory.analytics.hot_memory_tags import get_hot_memory_tags
-from app.core.memory.analytics.memory_insight import MemoryInsight
-from app.core.memory.analytics.recent_activity_stats import get_recent_activity_stats
-from app.core.memory.analytics.user_summary import generate_user_summary
+# TODO 后续更新
+# from app.core.memory.analytics.hot_memory_tags import get_hot_memory_tags
+# from app.core.memory.analytics.memory_insight import MemoryInsight
+# from app.core.memory.analytics.recent_activity_stats import get_recent_activity_stats
+# from app.core.memory.analytics.user_summary import generate_user_summary
 from app.repositories.data_config_repository import DataConfigRepository
 
 logger = get_logger(__name__)