"""
AI Trace监控模块

提供AI模型链路监控功能
"""

from langfuse import Langfuse,observe
from typing import Dict, List

# 初始化Langfuse客户端
lf = Langfuse(
    secret_key="sk-lf-034de024-bade-4d75-9911-319aa1e4ed30",
    public_key="pk-lf-d55b3b61-e183-42d2-9b8e-febb198dfe9d",
    base_url="http://127.0.0.1:3000/",
)


class TraceMonitor:
    """AI模型链路监控器"""

    def __init__(self):
        self.client = lf

    @observe
    def trace_inference(self, model_name: str, prompt: str, response: str):
        """
        跟踪模型推理过程

        Args:
            model_name: 模型名称
            prompt: 输入提示
            response: 模型响应
        """
        pass

    def log_event(self, event_name: str, data: Dict):
        """
        记录事件

        Args:
            event_name: 事件名称
            data: 事件数据
        """
        pass


# 创建全局实例
trace_monitor = TraceMonitor()

# 导出Langfuse客户端以便兼容现有代码
__all__ = ["TraceMonitor", "trace_monitor", "lf"]