from fastapi.middleware.cors import CORSMiddleware
from fastapi import FastAPI, Request,  Header, BackgroundTasks, HTTPException, status
import google.generativeai as genai

import json
import os

from linebot import (
    LineBotApi, WebhookHandler
)
from linebot.exceptions import (
    InvalidSignatureError
)
from linebot.models import (
    MessageEvent, TextMessage, TextSendMessage, ImageSendMessage, AudioMessage
)

GOOGLE_API_KEY = "os.environ["GOOGLE_API_KEY"]
genai.configure(api_key = GOOGLE_API_KEY)
# Initialize the Gemini model
model = genai.GenerativeModel('gemini-pro')

app = FastAPI()
app.add_middleware(
    CORSMiddleware,
    allow_origins=["*"],
    allow_credentials=True,
    allow_methods=["*"],
    allow_headers=["*"],
)

line_bot_api = LineBotApi(os.environ["CHANNEL_ACCESS_TOKEN"])
line_handler = WebhookHandler(os.environ["CHANNEL_SECRET"])

working_status = os.getenv("DEFALUT_TALKING", default = "true").lower() == "true"

@app.get("/")
def root():
     return {"title": "Echo Bot"}

@app.post("/webhook")
async def webhook(
    request: Request,
    background_tasks: BackgroundTasks,
    x_line_signature=Header(None),
):
    body = await request.body()
    try:
        background_tasks.add_task(
            line_handler.handle, body.decode("utf-8"), x_line_signature
        )
    except InvalidSignatureError:
        raise HTTPException(status_code=400, detail="Invalid signature")
    return "ok"

@line_handler.add(MessageEvent, message=TextMessage)
def handle_message(event):
    global working_status

    if event.message.text == "再見":
        working_status = True
        line_bot_api.reply_message(
            event.reply_token,
            TextSendMessage(text="Bye!"))
        return
        
    messages = []
    if working_status:
        message = event.message.text
        messages.append({
                        "role": "user",
                        "parts": [message],
                        })

        response = model.generate_content(messages)
        out = response.parts[0].text
        # Check if response is valid
        if not response.parts or not response.parts[0].text:
            out = "Gemini: [No response or the response does not contain text]"

        line_bot_api.reply_message(
            event.reply_token,
            TextSendMessage(text=out))

if __name__ == "__main__":
    uvicorn.run("main:app", host="0.0.0.0", port=7860, reload=True)