from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
import requests
import json

app = FastAPI()

# Define the request model
class ChatRequest(BaseModel):
    system_prompt: str
    user_query: str
    model: str = "gemini-1.5-pro-latest"
    temperature: float = 1.0
    top_p: float = 0.8
    max_tokens: int = 4000

# Define the URL and headers
url = "https://chat.typegpt.net/api/openai/v1/chat/completions"
headers = {
    "Accept": "application/json, text/event-stream",
    "Content-Type": "application/json",
    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36 Edg/130.0.0.0",
}

@app.post("/chat")
async def chat(request: ChatRequest):
    # Define the payload
    payload = {
        "messages": [
            {
                "role": "system",
                "content": request.system_prompt
            },
            {
                "role": "user",
                "content": request.user_query
            }
        ],
        "stream": True,
        "model": request.model,
        "temperature": request.temperature,
        "top_p": request.top_p,
        "max_tokens": request.max_tokens
    }

    # Make the POST request with streaming
    try:
        with requests.post(url, headers=headers, data=json.dumps(payload), stream=True) as response:
            # Check if the request was successful
            if response.status_code == 200:
                result = ""
                # Stream the response
                for line in response.iter_lines():
                    if line:
                        # Decode the line
                        decoded_line = line.decode('utf-8')
                        
                        # Check if the line starts with "data: "
                        if decoded_line.startswith("data: "):
                            # Extract the JSON part
                            json_data = decoded_line[6:]  # Remove "data: " prefix
                            
                            # Parse the JSON
                            try:
                                parsed_data = json.loads(json_data)
                                # Check if 'choices' and 'delta' exist and append the content
                                if 'choices' in parsed_data and len(parsed_data['choices']) > 0:
                                    content = parsed_data['choices'][0]['delta'].get('content', '')
                                    if content:
                                        result += content
                            except json.JSONDecodeError:
                                continue
                return {"response": result}
            else:
                raise HTTPException(status_code=response.status_code, detail=response.text)
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))

if __name__ == "__main__":
    import uvicorn
    uvicorn.run(app, host="0.0.0.0", port=8083)