iov_data_analysis_agent/config/llm_config.py

# -*- coding: utf-8 -*-
"""
配置管理模块
"""

import os
from typing import Dict, Any
from dataclasses import dataclass, asdict


from dotenv import load_dotenv

load_dotenv()


@dataclass
class LLMConfig:
    """LLM配置"""

    provider: str = "openai"  # openai, anthropic, etc.
    api_key: str = os.environ.get("OPENAI_API_KEY", "sk-c44i1hy64xgzwox6x08o4zug93frq6rgn84oqugf2pje1tg4")
    base_url: str = os.environ.get("OPENAI_BASE_URL", "https://api.xiaomimimo.com/v1")
    model: str = os.environ.get("OPENAI_MODEL", "mimo-v2-flash")
    temperature: float = 0.5
    max_tokens: int = 131072

    def to_dict(self) -> Dict[str, Any]:
        """转换为字典"""
        return asdict(self)

    @classmethod
    def from_dict(cls, data: Dict[str, Any]) -> "LLMConfig":
        """从字典创建配置"""
        return cls(**data)

    def validate(self) -> bool:
        """验证配置有效性"""
        if not self.api_key:
            raise ValueError("OPENAI_API_KEY is required")
        if not self.base_url:
            raise ValueError("OPENAI_BASE_URL is required")
        if not self.model:
            raise ValueError("OPENAI_MODEL is required")
        return True