feat: optimize AI suggestion and workorder sync - support same-day multiple update numbering - insert new suggestions at top maintaining reverse chronological order - reference process history when generating suggestions - simplify prompts to avoid forcing log analysis - fix Chinese comment encoding issues

config/field_mapping_config.json

@@ -21,7 +21,10 @@
     "Has it been updated on the same day": "has_updated_same_day",
     "Operating time": "operating_time",
     "AI建议": "ai_suggestion",
-    "Issue Start Time": "updated_at"
+    "Issue Start Time": "updated_at",
+    "Wilfulness（责任人<E4BBBB>?": "wilfulness",
+    "父<>?<3F>录": "parent_record",
+    "AI建<49>??": "ai_suggestion"
   },
   "field_aliases": {
     "order_id": [

config/llm_config.py

@@ -34,3 +34,27 @@ ANTHROPIC_CONFIG = LLMConfig(
 
 # 默认使用千问模型
 DEFAULT_CONFIG = QWEN_CONFIG
+
+
+def get_default_llm_config() -> LLMConfig:
+    """
+    获取默认的LLM配置
+    优先从统一配置管理器获取，如果失败则使用本地配置
+    """
+    try:
+        from src.config.unified_config import get_config
+        config = get_config()
+        llm_dict = config.get_llm_config()
+        
+        # 创建LLMConfig对象
+        return LLMConfig(
+            provider=llm_dict.get("provider", "qwen"),
+            api_key=llm_dict.get("api_key", ""),
+            base_url=llm_dict.get("base_url", "https://dashscope.aliyuncs.com/compatible-mode/v1"),
+            model=llm_dict.get("model", "qwen-plus-latest"),
+            temperature=llm_dict.get("temperature", 0.7),
+            max_tokens=llm_dict.get("max_tokens", 2000)
+        )
+    except Exception:
+        # 如果统一配置不可用，使用本地配置
+        return DEFAULT_CONFIG

config/unified_config.json

@@ -0,0 +1,52 @@
+{
+  "database": {
+    "url": "mysql+pymysql://tsp_assistant:password@43.134.68.207/tsp_assistant?charset=utf8mb4",
+    "pool_size": 10,
+    "max_overflow": 20,
+    "pool_timeout": 30,
+    "pool_recycle": 3600
+  },
+  "llm": {
+    "provider": "openai",
+    "api_key": "",
+    "base_url": "https://dashscope.aliyuncs.com/compatible-mode/v1",
+    "model": "qwen-turbo",
+    "temperature": 0.7,
+    "max_tokens": 2000,
+    "timeout": 30
+  },
+  "server": {
+    "host": "0.0.0.0",
+    "port": 5000,
+    "websocket_port": 8765,
+    "debug": false,
+    "log_level": "INFO"
+  },
+  "feishu": {
+    "app_id": "",
+    "app_secret": "",
+    "app_token": "",
+    "table_id": "",
+    "status": "active",
+    "sync_limit": 10,
+    "auto_sync_interval": 0
+  },
+  "ai_accuracy": {
+    "auto_approve_threshold": 0.95,
+    "use_human_resolution_threshold": 0.9,
+    "manual_review_threshold": 0.8,
+    "ai_suggestion_confidence": 0.95,
+    "human_resolution_confidence": 0.9,
+    "prefer_human_when_low_accuracy": true,
+    "enable_auto_approval": true,
+    "enable_human_fallback": true
+  },
+  "system": {
+    "backup_enabled": true,
+    "backup_interval": 24,
+    "max_backup_files": 7,
+    "cache_enabled": true,
+    "cache_ttl": 3600,
+    "monitoring_enabled": true
+  }
+}