# app/llm_factory.py
import os
from ..config import ZHIPUAI_API_KEY, DEEPSEEK_API_KEY, VLLM_BASE_URL, LLAMACPP_API_KEY
from langchain_community.chat_models import ChatZhipuAI
from langchain_openai import ChatOpenAI
from pydantic import SecretStr

class LLMFactory:
    @staticmethod
    def create_zhipu():
        api_key = ZHIPUAI_API_KEY
        if not api_key:
            raise ValueError("ZHIPUAI_API_KEY not set")
        return ChatZhipuAI(
            model="glm-4.7-flash",
            api_key=api_key,
            temperature=0.1,
            max_tokens=4096,
            timeout=120.0,
            max_retries=3,
            streaming=True,
        )

    @staticmethod
    def create_deepseek():
        api_key = DEEPSEEK_API_KEY
        if not api_key:
            raise ValueError("DEEPSEEK_API_KEY not set")
        return ChatOpenAI(
            base_url="https://api.deepseek.com",
            api_key=SecretStr(api_key),
            model="deepseek-reasoner",
            temperature=0.1,
            max_tokens=4096,
            timeout=60.0,
            max_retries=2,
            streaming=True,
        )

    @staticmethod
    def create_local():
        base_url = VLLM_BASE_URL
        return ChatOpenAI(
            base_url=base_url,
            api_key=SecretStr(LLAMACPP_API_KEY),
            model="gemma-4-E4B-it",
            timeout=60.0,
            max_retries=2,
            streaming=True,
        )

    # 模型创建器映射
    CREATORS = {
        "local": create_local,
        "deepseek": create_deepseek,
        "zhipu": create_zhipu,
    }