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from flask import Flask, request, abort, send_from_directory
import markdown
from bs4 import BeautifulSoup
from linebot.v3 import (
WebhookHandler
)
from linebot.v3.exceptions import (
InvalidSignatureError
)
from linebot.v3.messaging import (
Configuration,
ApiClient,
MessagingApi,
ReplyMessageRequest,
TextMessage
)
from linebot.v3.webhooks import (
MessageEvent,
TextMessageContent
)
import os
import requests
import logging
HF_TOKEN = os.environ.get('HF_TOKEN')
headers = {"Authorization": f"Bearer {HF_TOKEN}"}
API_URL = "https://api-inference.huggingface.co/models/mistralai/Mixtral-8x7B-Instruct-v0.1"
def query(payload):
response = requests.post(API_URL, headers=headers, json=payload)
return response.text
app = Flask(__name__)
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
app.logger.setLevel(logging.INFO)
channel_secret = os.environ.get('YOUR_CHANNEL_SECRET')
channel_access_token = os.environ.get('YOUR_CHANNEL_ACCESS_TOKEN')
configuration = Configuration(access_token=channel_access_token)
handler = WebhookHandler(channel_secret)
@app.route("/")
def home():
return {"message": "Line Webhook Server"}
@app.route("/callback", methods=['POST'])
def callback():
# get X-Line-Signature header value
signature = request.headers['X-Line-Signature']
# get request body as text
body = request.get_data(as_text=True)
app.logger.info("Request body: " + body)
# handle webhook body
try:
handler.handle(body, signature)
except InvalidSignatureError:
app.logger.info("Invalid signature. Please check your channel access token/channel secret.")
abort(400)
return 'OK'
@handler.add(MessageEvent, message=TextMessageContent)
def handle_message(event):
with ApiClient(configuration) as api_client:
line_bot_api = MessagingApi(api_client)
response = query({"inputs": event.message.text})
html_msg = markdown.markdown(response)
soup = BeautifulSoup(html_msg, 'html.parser')
line_bot_api.reply_message_with_http_info(
ReplyMessageRequest(
reply_token=event.reply_token,
messages=[TextMessage(text=soup.get_text())]
)
)
@app.route('/static/<path:path>')
def send_static_content(path):
return send_from_directory('static', path) |