Spaces:
Sleeping
Sleeping
new
Browse files- example01.py +288 -0
- gemini.py +19 -4
example01.py
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| 1 |
+
# ===東吳大學資料系 2025 年 LINEBOT ===
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| 2 |
+
import logging
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| 3 |
+
import os
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| 4 |
+
import tempfile
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+
import uuid
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from io import BytesIO
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| 8 |
+
import markdown
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| 9 |
+
from bs4 import BeautifulSoup
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| 10 |
+
from flask import Flask, abort, request, send_from_directory
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+
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+
from google import genai
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from google.genai import types
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from google.genai.types import Tool, GenerateContentConfig, GoogleSearch
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from linebot.v3 import WebhookHandler
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+
from linebot.v3.exceptions import InvalidSignatureError
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+
from linebot.v3.messaging import (
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ApiClient,
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Configuration,
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ImageMessage,
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MessagingApi,
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| 23 |
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MessagingApiBlob,
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| 24 |
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ReplyMessageRequest,
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TextMessage,
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)
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+
from linebot.v3.webhooks import (
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ImageMessageContent,
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MessageEvent,
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TextMessageContent,
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)
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from PIL import Image
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from linebot.v3.webhooks import VideoMessageContent
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| 35 |
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import requests
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+
# === 初始化 Google Gemini ===
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GOOGLE_API_KEY = os.environ.get("GOOGLE_API_KEY")
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| 39 |
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client = genai.Client(api_key=GOOGLE_API_KEY)
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| 40 |
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google_search_tool = Tool(
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google_search=GoogleSearch()
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)
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chat = client.chats.create(
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model="gemini-2.5-pro-preview-05-06",
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config=GenerateContentConfig(
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system_instruction="你是一個中文的AI助手,關於所有問題,請用繁體中文文言文回答",
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| 49 |
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tools=[google_search_tool],
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| 50 |
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response_modalities=["TEXT"],
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)
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)
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# === 初始設定 ===
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static_tmp_path = tempfile.gettempdir()
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| 56 |
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os.makedirs(static_tmp_path, exist_ok=True)
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base_url = os.getenv("SPACE_HOST") # e.g., "your-space-name.hf.space"
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| 58 |
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# === Flask 應用初始化 ===
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app = Flask(__name__)
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logging.basicConfig(
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level=logging.INFO,
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format="%(asctime)s - %(levelname)s - %(message)s"
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)
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app.logger.setLevel(logging.INFO)
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| 66 |
+
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| 67 |
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channel_secret = os.environ.get("YOUR_CHANNEL_SECRET")
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| 68 |
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channel_access_token = os.environ.get("YOUR_CHANNEL_ACCESS_TOKEN")
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| 69 |
+
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| 70 |
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configuration = Configuration(access_token=channel_access_token)
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| 71 |
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handler = WebhookHandler(channel_secret)
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| 72 |
+
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| 73 |
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| 74 |
+
# === AI Query 包裝 ===
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| 75 |
+
def query(payload):
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| 76 |
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response = chat.send_message(message=payload)
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| 77 |
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return response.text
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| 78 |
+
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| 79 |
+
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| 80 |
+
# === 靜態圖檔路由 ===
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| 81 |
+
@app.route("/images/<filename>")
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| 82 |
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def serve_image(filename):
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| 83 |
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return send_from_directory(static_tmp_path, filename)
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| 84 |
+
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| 85 |
+
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| 86 |
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# === LINE Webhook 接收端點 ===
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| 87 |
+
@app.route("/")
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| 88 |
+
def home():
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| 89 |
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return {"message": "Line Webhook Server"}
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| 90 |
+
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| 91 |
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| 92 |
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@app.route("/", methods=["POST"])
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| 93 |
+
def callback():
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| 94 |
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signature = request.headers.get("X-Line-Signature")
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| 95 |
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body = request.get_data(as_text=True)
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| 96 |
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app.logger.info(f"Request body: {body}")
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| 97 |
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| 98 |
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try:
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| 99 |
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handler.handle(body, signature)
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| 100 |
+
except InvalidSignatureError:
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| 101 |
+
app.logger.warning("Invalid signature. Please check channel credentials.")
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| 102 |
+
abort(400)
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| 103 |
+
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| 104 |
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return "OK"
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| 105 |
+
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| 106 |
+
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| 107 |
+
# === 處理文字訊息 ===
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| 108 |
+
@handler.add(MessageEvent, message=TextMessageContent)
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| 109 |
+
def handle_text_message(event):
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| 110 |
+
user_input = event.message.text.strip()
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| 111 |
+
if user_input.startswith("AI "):
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| 112 |
+
prompt = user_input[3:].strip()
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| 113 |
+
try:
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| 114 |
+
# 使用 Gemini 生成圖片
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| 115 |
+
response = client.models.generate_content(
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| 116 |
+
model="gemini-2.0-flash-exp-image-generation",
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| 117 |
+
contents=prompt,
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| 118 |
+
config=types.GenerateContentConfig(
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| 119 |
+
response_modalities=["TEXT", "IMAGE"]
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| 120 |
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),
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| 121 |
+
)
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| 122 |
+
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| 123 |
+
# 處理回應中的圖片
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| 124 |
+
for part in response.candidates[0].content.parts:
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| 125 |
+
if part.inline_data is not None:
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| 126 |
+
image = Image.open(BytesIO(part.inline_data.data))
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| 127 |
+
filename = f"{uuid.uuid4().hex}.png"
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| 128 |
+
image_path = os.path.join(static_tmp_path, filename)
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| 129 |
+
image.save(image_path)
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| 130 |
+
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| 131 |
+
# 建立圖片的公開 URL
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| 132 |
+
image_url = f"https://{base_url}/images/{filename}"
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| 133 |
+
app.logger.info(f"Image URL: {image_url}")
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| 134 |
+
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| 135 |
+
# 回傳圖片給 LINE 使用者
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| 136 |
+
with ApiClient(configuration) as api_client:
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| 137 |
+
line_bot_api = MessagingApi(api_client)
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| 138 |
+
line_bot_api.reply_message(
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| 139 |
+
ReplyMessageRequest(
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| 140 |
+
reply_token=event.reply_token,
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| 141 |
+
messages=[
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| 142 |
+
ImageMessage(
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| 143 |
+
original_content_url=image_url,
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| 144 |
+
preview_image_url=image_url,
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| 145 |
+
)
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| 146 |
+
],
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| 147 |
+
)
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| 148 |
+
)
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| 149 |
+
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| 150 |
+
except Exception as e:
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| 151 |
+
app.logger.error(f"Gemini API error: {e}")
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| 152 |
+
with ApiClient(configuration) as api_client:
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| 153 |
+
line_bot_api = MessagingApi(api_client)
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| 154 |
+
line_bot_api.reply_message(
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| 155 |
+
ReplyMessageRequest(
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| 156 |
+
reply_token=event.reply_token,
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| 157 |
+
messages=[TextMessage(text="抱歉,生成圖片時發生錯誤。")],
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| 158 |
+
)
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| 159 |
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)
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| 160 |
+
else:
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| 161 |
+
with ApiClient(configuration) as api_client:
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| 162 |
+
line_bot_api = MessagingApi(api_client)
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| 163 |
+
response = query(event.message.text)
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| 164 |
+
html_msg = markdown.markdown(response)
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| 165 |
+
soup = BeautifulSoup(html_msg, "html.parser")
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| 166 |
+
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| 167 |
+
line_bot_api.reply_message_with_http_info(
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| 168 |
+
ReplyMessageRequest(
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| 169 |
+
reply_token=event.reply_token,
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| 170 |
+
messages=[TextMessage(text=soup.get_text())],
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| 171 |
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)
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| 172 |
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)
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| 173 |
+
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| 174 |
+
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| 175 |
+
# === 處理圖片訊息 ===
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| 176 |
+
@handler.add(MessageEvent, message=ImageMessageContent)
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| 177 |
+
def handle_image_message(event):
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| 178 |
+
# === 以下是處理圖片回傳部分 === #
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| 179 |
+
with ApiClient(configuration) as api_client:
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| 180 |
+
blob_api = MessagingApiBlob(api_client)
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| 181 |
+
content = blob_api.get_message_content(message_id=event.message.id)
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| 182 |
+
|
| 183 |
+
# Step 4:將圖片存到本地端
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| 184 |
+
with tempfile.NamedTemporaryFile(
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| 185 |
+
dir=static_tmp_path, suffix=".jpg", delete=False
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| 186 |
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) as tf:
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| 187 |
+
tf.write(content)
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| 188 |
+
filename = os.path.basename(tf.name)
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| 189 |
+
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| 190 |
+
image_url = f"https://{base_url}/images/{filename}"
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| 191 |
+
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| 192 |
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app.logger.info(f"Image URL: {image_url}")
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| 193 |
+
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| 194 |
+
# === 以下是解釋圖片 === #
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| 195 |
+
image = Image.open(tf.name)
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| 196 |
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response = client.models.generate_content(
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| 197 |
+
model="gemini-2.0-flash",
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| 198 |
+
config=types.GenerateContentConfig(
|
| 199 |
+
system_instruction="你是一個資深的面相命理師,如果有人上手掌的照片,就幫他解釋手相,如果上傳正面臉部的照片,就幫他解釋面相,照片要先去背,如果是一般的照片,就正常說明照片不用算命,請用繁體中文回答",
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| 200 |
+
response_modalities=["TEXT"],
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| 201 |
+
tools=[google_search_tool],
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| 202 |
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),
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| 203 |
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contents=[image, "用繁體中文描述這張圖片"],
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| 204 |
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)
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| 205 |
+
app.logger.info(response.text)
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| 206 |
+
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| 207 |
+
# === 以下是回傳圖片部分 === #
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| 208 |
+
with ApiClient(configuration) as api_client:
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| 209 |
+
line_bot_api = MessagingApi(api_client)
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| 210 |
+
line_bot_api.reply_message(
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| 211 |
+
ReplyMessageRequest(
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| 212 |
+
reply_token=event.reply_token,
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| 213 |
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messages=[
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| 214 |
+
ImageMessage(
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| 215 |
+
original_content_url=image_url, preview_image_url=image_url
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| 216 |
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),
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| 217 |
+
TextMessage(text=response.text),
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| 218 |
+
],
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)
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| 220 |
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)
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| 221 |
+
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| 222 |
+
# === 處理影片訊息 ===
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| 223 |
+
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| 224 |
+
@handler.add(MessageEvent, message=VideoMessageContent)
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| 225 |
+
def handle_video_message(event):
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| 226 |
+
# 下載影片內容
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| 227 |
+
with ApiClient(configuration) as api_client:
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| 228 |
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blob_api = MessagingApiBlob(api_client)
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| 229 |
+
video_data = blob_api.get_message_content(message_id=event.message.id)
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| 230 |
+
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| 231 |
+
# 儲存影片到本地
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| 232 |
+
if video_data is None:
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| 233 |
+
err_msg = "抱歉,無法取得影片內容。"
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| 234 |
+
app.logger.error(err_msg)
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| 235 |
+
with ApiClient(configuration) as api_client:
|
| 236 |
+
line_bot_api = MessagingApi(api_client)
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| 237 |
+
line_bot_api.reply_message(
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| 238 |
+
ReplyMessageRequest(
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| 239 |
+
reply_token=event.reply_token,
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| 240 |
+
messages=[TextMessage(text=err_msg)]
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| 241 |
+
)
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| 242 |
+
)
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| 243 |
+
return
|
| 244 |
+
|
| 245 |
+
with tempfile.NamedTemporaryFile(
|
| 246 |
+
dir=static_tmp_path, suffix=".mp4", delete=False
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| 247 |
+
) as tf:
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| 248 |
+
tf.write(video_data)
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| 249 |
+
filename = os.path.basename(tf.name)
|
| 250 |
+
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| 251 |
+
video_url = f"https://{base_url}/images/{filename}"
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| 252 |
+
app.logger.info(f"Video URL: {video_url}")
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| 253 |
+
|
| 254 |
+
# 影片說明
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| 255 |
+
try:
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| 256 |
+
video_response = requests.get(video_url)
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| 257 |
+
video_response.raise_for_status()
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| 258 |
+
video_data = video_response.content
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| 259 |
+
|
| 260 |
+
response = client.models.generate_content(
|
| 261 |
+
model="gemini-2.5-flash-preview-05-20",
|
| 262 |
+
config=types.GenerateContentConfig(
|
| 263 |
+
system_instruction="你是一個專業的影片解說員,請用繁體中文簡要說明這段影片的內容。",
|
| 264 |
+
response_modalities=["TEXT"],
|
| 265 |
+
tools=[google_search_tool],
|
| 266 |
+
),
|
| 267 |
+
contents=[{"mime_type": "video/mp4", "data": video_data}, "用繁體中文描述這段影片"],
|
| 268 |
+
)
|
| 269 |
+
description = response.text
|
| 270 |
+
except Exception as e:
|
| 271 |
+
app.logger.error(f"Gemini API error (video): {e}")
|
| 272 |
+
description = "抱歉,無法解釋這段影片內容。"
|
| 273 |
+
except Exception as e:
|
| 274 |
+
app.logger.error(f"Gemini API error (video): {e}")
|
| 275 |
+
description = "抱歉,無法解釋這段影片內容。"
|
| 276 |
+
|
| 277 |
+
# 回傳影片連結與說明
|
| 278 |
+
with ApiClient(configuration) as api_client:
|
| 279 |
+
line_bot_api = MessagingApi(api_client)
|
| 280 |
+
line_bot_api.reply_message(
|
| 281 |
+
ReplyMessageRequest(
|
| 282 |
+
reply_token=event.reply_token,
|
| 283 |
+
messages=[
|
| 284 |
+
TextMessage(text=f"影片連結:{video_url}"),
|
| 285 |
+
TextMessage(text=description),
|
| 286 |
+
],
|
| 287 |
+
)
|
| 288 |
+
)
|
gemini.py
CHANGED
|
@@ -225,13 +225,26 @@ def handle_video_message(event):
|
|
| 225 |
# 下載影片內容
|
| 226 |
with ApiClient(configuration) as api_client:
|
| 227 |
blob_api = MessagingApiBlob(api_client)
|
| 228 |
-
|
| 229 |
|
| 230 |
# 儲存影片到本地
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 231 |
with tempfile.NamedTemporaryFile(
|
| 232 |
dir=static_tmp_path, suffix=".mp4", delete=False
|
| 233 |
) as tf:
|
| 234 |
-
tf.write(
|
| 235 |
filename = os.path.basename(tf.name)
|
| 236 |
|
| 237 |
video_url = f"https://{base_url}/images/{filename}"
|
|
@@ -239,14 +252,16 @@ def handle_video_message(event):
|
|
| 239 |
|
| 240 |
# 影片說明
|
| 241 |
try:
|
|
|
|
|
|
|
| 242 |
response = client.models.generate_content(
|
| 243 |
-
model="gemini-2.
|
| 244 |
config=types.GenerateContentConfig(
|
| 245 |
system_instruction="你是一個專業的影片解說員,請用繁體中文簡要說明這段影片的內容。",
|
| 246 |
response_modalities=["TEXT"],
|
| 247 |
tools=[google_search_tool],
|
| 248 |
),
|
| 249 |
-
contents=[
|
| 250 |
)
|
| 251 |
description = response.text
|
| 252 |
except Exception as e:
|
|
|
|
| 225 |
# 下載影片內容
|
| 226 |
with ApiClient(configuration) as api_client:
|
| 227 |
blob_api = MessagingApiBlob(api_client)
|
| 228 |
+
video_data = blob_api.get_message_content(message_id=event.message.id)
|
| 229 |
|
| 230 |
# 儲存影片到本地
|
| 231 |
+
if video_data is None:
|
| 232 |
+
err_msg = "抱歉,無法取得影片內容。"
|
| 233 |
+
app.logger.error(err_msg)
|
| 234 |
+
with ApiClient(configuration) as api_client:
|
| 235 |
+
line_bot_api = MessagingApi(api_client)
|
| 236 |
+
line_bot_api.reply_message(
|
| 237 |
+
ReplyMessageRequest(
|
| 238 |
+
reply_token=event.reply_token,
|
| 239 |
+
messages=[TextMessage(text=err_msg)]
|
| 240 |
+
)
|
| 241 |
+
)
|
| 242 |
+
return
|
| 243 |
+
|
| 244 |
with tempfile.NamedTemporaryFile(
|
| 245 |
dir=static_tmp_path, suffix=".mp4", delete=False
|
| 246 |
) as tf:
|
| 247 |
+
tf.write(video_data)
|
| 248 |
filename = os.path.basename(tf.name)
|
| 249 |
|
| 250 |
video_url = f"https://{base_url}/images/{filename}"
|
|
|
|
| 252 |
|
| 253 |
# 影片說明
|
| 254 |
try:
|
| 255 |
+
from io import BytesIO
|
| 256 |
+
video_bytes = BytesIO(video_data)
|
| 257 |
response = client.models.generate_content(
|
| 258 |
+
model="gemini-2.5-flash-preview-05-20",
|
| 259 |
config=types.GenerateContentConfig(
|
| 260 |
system_instruction="你是一個專業的影片解說員,請用繁體中文簡要說明這段影片的內容。",
|
| 261 |
response_modalities=["TEXT"],
|
| 262 |
tools=[google_search_tool],
|
| 263 |
),
|
| 264 |
+
contents=[video_bytes, "用繁體中文描述這段影片"],
|
| 265 |
)
|
| 266 |
description = response.text
|
| 267 |
except Exception as e:
|