"""
Cấu hình kết nối Qwen-72B API
Hỗ trợ: Nvidia NIM, Together AI, hoặc bất kỳ OpenAI-compatible endpoint nào
"""

import os
from dataclasses import dataclass
from pathlib import Path

try:
    from dotenv import load_dotenv
    dotenv_path = Path(__file__).resolve().parent / '.env'
    if dotenv_path.exists():
        load_dotenv(dotenv_path=dotenv_path)
        print(f"✅ Loaded environment variables from {dotenv_path}")
    else:
        print(f"⚠️ .env file not found at {dotenv_path}. Please create it or export env vars.")
except ImportError:
    print("⚠️ python-dotenv is not installed. .env file will not be loaded automatically.")

@dataclass
class QwenConfig:
    # --- Chọn 1 trong 3 provider bên dưới ---

    # Option 1: Nvidia NIM (khuyên dùng — latency thấp, chất lượng cao)
    NVIDIA_API_KEY: str = os.getenv("NVIDIA_API_KEY", "")
    NVIDIA_BASE_URL: str = "https://integrate.api.nvidia.com/v1"
    NVIDIA_MODEL: str = "qwen/qwen2.5-72b-instruct"

    # Option 2: Together AI
    TOGETHER_API_KEY: str = os.getenv("TOGETHER_API_KEY", "")
    TOGETHER_BASE_URL: str = "https://api.together.xyz/v1"
    TOGETHER_MODEL: str = "Qwen/Qwen2.5-72B-Instruct-Turbo"

    # Option 3: OpenRouter (fallback)
    OPENROUTER_API_KEY: str = os.getenv("OPENROUTER_API_KEY", "")
    OPENROUTER_BASE_URL: str = "https://openrouter.ai/api/v1"
    OPENROUTER_MODEL: str = "qwen/qwen-2.5-72b-instruct"

    # --- Provider đang dùng ---
    ACTIVE_PROVIDER: str = os.getenv("QWEN_PROVIDER", "nvidia")  # nvidia | together | openrouter

    # --- Tham số generation ---
    # temperature thấp → output ổn định, JSON ít bị lỗi
    TEMPERATURE: float = 0.1
    # max_tokens đủ lớn để tránh bị cắt cụt giữa JSON
    MAX_TOKENS: int = 2048
    TOP_P: float = 0.9
    # Dừng nếu gặp dấu hiệu JSON đã đóng xong
    STOP_SEQUENCES: list = None

    def __post_init__(self):
        if self.STOP_SEQUENCES is None:
            self.STOP_SEQUENCES = []

    @property
    def active_api_key(self) -> str:
        mapping = {
            "nvidia": self.NVIDIA_API_KEY,
            "together": self.TOGETHER_API_KEY,
            "openrouter": self.OPENROUTER_API_KEY,
        }
        return mapping[self.ACTIVE_PROVIDER]

    @property
    def active_base_url(self) -> str:
        mapping = {
            "nvidia": self.NVIDIA_BASE_URL,
            "together": self.TOGETHER_BASE_URL,
            "openrouter": self.OPENROUTER_BASE_URL,
        }
        return mapping[self.ACTIVE_PROVIDER]

    @property
    def active_model(self) -> str:
        mapping = {
            "nvidia": self.NVIDIA_MODEL,
            "together": self.TOGETHER_MODEL,
            "openrouter": self.OPENROUTER_MODEL,
        }
        return mapping[self.ACTIVE_PROVIDER]


# Singleton config
config = QwenConfig()