import os
from huggingface_hub import InferenceClient
from tavily import TavilyClient

# === Required Tokens ===

HF_TOKEN = os.getenv('HF_TOKEN')
GROQ_API_KEY = os.getenv("GROQ_API_KEY")
TAVILY_API_KEY = os.getenv('TAVILY_API_KEY')

if not HF_TOKEN:
    raise RuntimeError(
        "HF_TOKEN environment variable is not set. Please set it to your Hugging Face API token."
    )


# === Groq Adapter ===

class GroqChatClient:
    def __init__(self, api_key: str, model: str = "mixtral-8x7b-32768"):
        import openai
        openai.api_key = api_key
        openai.api_base = "https://api.groq.com/openai/v1"
        self.openai = openai
        self.model = model

    class Chat:
        def __init__(self, openai_instance, model):
            self.completions = self.Completions(openai_instance, model)

        class Completions:
            def __init__(self, openai_instance, model):
                self.client = openai_instance
                self.model = model

            def create(self, messages, temperature=0.7, max_tokens=1024):
                return self.client.ChatCompletion.create(
                    model=self.model,
                    messages=messages,
                    temperature=temperature,
                    max_tokens=max_tokens
                )

    @property
    def chat(self):
        return self.Chat(self.openai, self.model)


# === Unified Client Factory ===

def get_inference_client(model_id: str, provider: str = "auto"):
    """
    Returns a unified client interface.
    - If model_id is 'moonshotai/Kimi-K2-Instruct', use Groq via OpenAI adapter
    - Otherwise, use Hugging Face's InferenceClient
    """
    if model_id == "moonshotai/Kimi-K2-Instruct":
        if not GROQ_API_KEY:
            raise RuntimeError("GROQ_API_KEY is not set. Required for Groq models.")
        return GroqChatClient(api_key=GROQ_API_KEY)

    return InferenceClient(
        model=model_id,
        provider=provider,
        api_key=HF_TOKEN,
        bill_to="huggingface"
    )


# === Tavily Search Client ===

tavily_client = None
if TAVILY_API_KEY:
    try:
        tavily_client = TavilyClient(api_key=TAVILY_API_KEY)
    except Exception as e:
        print(f"Failed to initialize Tavily client: {e}")
        tavily_client = None