import requests
import os
import httpx
import asyncio

GEMINI_URL = "https://generativelanguage.googleapis.com/v1beta/models/gemini-pro:generateContent"

async def complete_gemini_async(prompt, key, params={}):
    data = {
        "contents":  [
            {
                "parts": [
                    {
                        "text":prompt
                    }
                ]
            }
        ],
        "generationConfig": {
            "stopSequences": ["Title"],
            "temperature": 1.0 if "temp" not in params else params["temp"],
            "maxOutputTokens": 2048 if "max_length" not in params else params["max_length"],
            "topP": 0.8 if "top_p" not in params else params["top_p"],
            "topK": 10 if "top_k" not in params else params["top_k"]
        }
    }
    params = {'key': key}
    headers = {"Content-Type": "application/json"}
    result = None
    try:
        async with httpx.AsyncClient() as client:
            result = await client.post(GEMINI_URL, params=params, json=data, headers=headers, timeout=60)
        result.raise_for_status()  
        result = result.json()["candidates"][0]["content"]["parts"][0]["text"]
        return {"response":result}
    except requests.RequestException as e:
        if e.status_code == 429:
            await asyncio.sleep(60)
        #rint(f"Error making Gemini API request: {e}")
        async with httpx.AsyncClient() as client:
            result = await client.post(GEMINI_URL, params=params, json=data, headers=headers, timeout=60)
        result.raise_for_status()  
        result = result.json()["candidates"][0]["content"]["parts"][0]["text"]
        return {"response":result}