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| from fastapi.middleware.cors import CORSMiddleware | |
| from fastapi import FastAPI, Request, Header, BackgroundTasks, HTTPException, status | |
| from fastapi.staticfiles import StaticFiles | |
| import google.generativeai as genai_gen | |
| from linebot import LineBotApi, WebhookHandler | |
| from linebot.exceptions import InvalidSignatureError | |
| from linebot.models import MessageEvent, TextMessage, TextSendMessage, ImageSendMessage, AudioMessage, ImageMessage | |
| import json, os | |
| import io | |
| import PIL.Image | |
| from Image_text_generation import Image_text_Generator | |
| from Uploading_images_file import get_image_url, store_user_message, analyze_with_gemini, get_previous_message | |
| #========================== | |
| # API 金鑰 | |
| #========================== | |
| # 設定 Google AI API 金鑰 | |
| google_api = os.environ["GOOGLE_API_KEY"] | |
| genai_gen.configure(api_key=google_api) | |
| # 設定生成文字的參數 | |
| generation_config = genai_gen.types.GenerationConfig(max_output_tokens=1000, temperature=0.2, top_p=0.5, top_k=16) #2048 | |
| # 使用 gemini-2.0-flash-exp 模型 | |
| model = genai_gen.GenerativeModel('gemini-2.0-flash', system_instruction="主要用繁體中文回答,但如果用戶使用詢問英文問題,就用英文回應。你現在是個專業助理,職稱為OPEN小助理,個性活潑、樂觀,願意回答所有問題", generation_config=generation_config) | |
| # 設定 Line Bot 的 API 金鑰和秘密金鑰 | |
| line_bot_api = LineBotApi(os.environ["CHANNEL_ACCESS_TOKEN"]) | |
| line_handler = WebhookHandler(os.environ["CHANNEL_SECRET"]) | |
| # 設定是否正在與使用者交談 | |
| working_status = os.getenv("DEFALUT_TALKING", default = "true").lower() == "true" | |
| # 建立 FastAPI 應用程式 | |
| app = FastAPI() | |
| app.mount("/static", StaticFiles(directory="static"), name="static") | |
| # 設定 CORS,允許跨域請求 | |
| app.add_middleware( | |
| CORSMiddleware, | |
| allow_origins=["*"], | |
| allow_credentials=True, | |
| allow_methods=["*"], | |
| allow_headers=["*"], | |
| ) | |
| # 處理根路徑請求 | |
| def root(): | |
| return {"title": "Line Bot"} | |
| # 處理 Line Webhook 請求 | |
| async def webhook( | |
| request: Request, | |
| background_tasks: BackgroundTasks, | |
| x_line_signature=Header(None), | |
| ): | |
| # 取得請求內容 | |
| body = await request.body() | |
| try: | |
| # 將處理 Line 事件的任務加入背景工作 | |
| background_tasks.add_task( | |
| line_handler.handle, body.decode("utf-8"), x_line_signature | |
| ) | |
| except InvalidSignatureError: | |
| # 處理無效的簽章錯誤 | |
| raise HTTPException(status_code=400, detail="Invalid signature") | |
| return "ok" | |
| #========================== | |
| # 主程式(圖片與文字) | |
| #========================== | |
| # 建立 chat_sessions 字典 | |
| chat_sessions = {} | |
| def handle_image_message(event): | |
| user_id = event.source.user_id | |
| chat = chat_sessions.get(user_id) or model.start_chat(history=[]) | |
| chat_sessions[user_id] = chat | |
| # ======== | |
| # 生成圖片 | |
| # ======== | |
| user_text = event.message.text if event.message.type == "text" else None | |
| image_url = None | |
| if user_text and user_text.startswith("生成圖片"): | |
| prompt = user_text.replace("生成圖片", "").strip() | |
| # 先立即回覆避免token過期 | |
| line_bot_api.reply_message(event.reply_token, TextSendMessage(text="圖片生成中~ 請稍候.....✨")) | |
| image_generator = Image_text_Generator(user_id) | |
| # 生成圖片 | |
| image_binary = image_generator.generate_image_with_gemini(prompt) | |
| if image_binary: | |
| image_url = 'https://alanchen1115-linebot.hf.space/'+image_generator.upload_image_to_tmp(image_binary) | |
| if image_url: | |
| # 使用 push message 發送圖片,避免 reply token 超時 | |
| line_bot_api.push_message( | |
| event.source.user_id, | |
| [ | |
| TextSendMessage(text="✨ 這是我為你生成的圖片喔~"), | |
| ImageSendMessage(original_content_url=image_url, preview_image_url=image_url) | |
| ] | |
| ) | |
| else: | |
| line_bot_api.push_message( | |
| event.source.user_id, | |
| TextSendMessage(text="⚠️ 圖片上傳失敗,請稍後再試~") | |
| ) | |
| else: | |
| line_bot_api.push_message( | |
| event.source.user_id, | |
| TextSendMessage(text="⚠️ 圖片生成失敗,請稍後再試~") | |
| ) | |
| return | |
| # ======== | |
| # 上傳圖片 | |
| # ======== | |
| if event.message.type == "image": | |
| image_path = get_image_url(event.message.id) | |
| if image_path: | |
| store_user_message(user_id, "image", image_path) | |
| line_bot_api.reply_message(event.reply_token, TextSendMessage(text="圖片已接收成功囉,幫我輸入你想詢問的問題喔~")) | |
| else: | |
| line_bot_api.reply_message(event.reply_token, TextSendMessage(text="沒有接收到圖片~")) | |
| return | |
| previous_message = get_previous_message(user_id) | |
| if previous_message and previous_message["type"] == "image" and event.message.type == "text": | |
| image_path = previous_message["content"] | |
| user_text = event.message.text | |
| store_user_message(user_id, "text", user_text) | |
| try: | |
| if not os.path.exists(image_path): | |
| raise FileNotFoundError(f"圖片路徑無效:{image_path}") | |
| organ = PIL.Image.open(image_path) | |
| completion = chat.send_message([user_text, organ]) | |
| out = completion.text | |
| except Exception as e: | |
| out = f"發生錯誤: {e}" | |
| # ======== | |
| # 純文字 | |
| # ======== | |
| else: | |
| if event.message.type != "text": | |
| line_bot_api.reply_message(event.reply_token, TextSendMessage(text="請輸入文字或圖片~")) | |
| return | |
| if event.message.text == "再見": | |
| line_bot_api.reply_message(event.reply_token, TextSendMessage(text="Bye!")) | |
| return | |
| if working_status: | |
| try: | |
| prompt = event.message.text | |
| store_user_message(user_id, "text", prompt) | |
| completion = chat.send_message(prompt) | |
| out = completion.text if completion.text else "我不太懂什麼意思也~" | |
| except: | |
| out = "執行出錯!請換個說法!" | |
| line_bot_api.reply_message(event.reply_token, TextSendMessage(text=out)) | |
| if __name__ == "__main__": | |
| # 啟動 FastAPI 應用程式 | |
| uvicorn.run("main:app", host="0.0.0.0", port=7860, reload=True) | |