Update app.py

app.py

@@ -1,43 +1,85 @@
-import requests
-import json
-import pandas as pd
-import os
-import pyarrow.parquet as pq
 import discord
+import logging
+import os
+from huggingface_hub import InferenceClient
+import asyncio
+import subprocess
+
+# 로깅 설정
+logging.basicConfig(level=logging.DEBUG, format='%(asctime)s:%(levelname)s:%(name)s: %(message)s', handlers=[logging.StreamHandler()])
+
+# 인텐트 설정
+intents = discord.Intents.default()
+intents.message_content = True
+intents.messages = True
+intents.guilds = True
+intents.guild_messages = True
+
+# 추론 API 클라이언트 설정
+hf_client = InferenceClient("meta-llama/Meta-Llama-3-70B-Instruct", token=os.getenv("HF_TOKEN"))
+
+# 특정 채널 ID
+SPECIFIC_CHANNEL_ID = int(os.getenv("DISCORD_CHANNEL_ID"))
+
+# 대화 히스토리를 저장할 전역 변수
+conversation_history = []
+
+class MyClient(discord.Client):
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+        self.is_processing = False
+
+    async def on_message(self, message):
+        if message.author == self.user:
+            return
+        if not self.is_message_in_specific_channel(message):
+            return
+        if self.is_processing:
+            return
+        self.is_processing = True
+        try:
+            response = await generate_response(message)
+            await message.channel.send(response)
+        finally:
+            self.is_processing = False
 
-# Discord 봇 토큰 및 채널 I 설정
-discordtoken = "MI2Mk0zQ3czc0Mz4Mw.Glf6.2bSeer-q5jHVnClSe1wsP0IHpVyIdxGaYac"
-discordchannelid = 1261896610506604564
+    def is_message_in_specific_channel(self, message):
+        # 메시지가 지정된 채널이거나, 해당 채널의 쓰레드인 경우 True 반환
+        return message.channel.id == SPECIFIC_CHANNEL_ID or (
+            isinstance(message.channel, discord.Thread) and message.channel.parent_id == SPECIFIC_CHANNEL_ID
+        )
 
-# Discord 클라이언트 생성
-client = discord.Client()
 
-def respondtodiscord(message):
-    # 메시지 전송을 위한 Discord API 엔드포인트
-    url = f"https://discord.com/api/v9/channels/{discordchannelid}/messages"
+async def generate_response(message):
+    global conversation_history  # 전역 변수 사용을 명시
+    user_input = message.content
+    user_mention = message.author.mention
+    system_message = f"{user_mention}, DISCORD에서 사용자들의 질문에 답하는 어시스턴트입니다."
+    system_prefix = """
+    반드시 한글로 답변하십시오.
+    """
+    conversation_history.append({"role": "user", "content": user_input})
+    logging.debug(f'Conversation history updated: {conversation_history}')
 
-    # 메시지 전송 데이터
-    data = {
-        "content": message
-    }
+    messages = [{"role": "system", "content": f"{system_prefix} {system_message}"}] + conversation_history
+    logging.debug(f'Messages to be sent to the model: {messages}')
 
-    # Discord API 인증 헤더
-    headers = {
-        "Authorization": discordtoken
-    }
+    loop = asyncio.get_event_loop()
+    response = await loop.run_in_executor(None, lambda: hf_client.chat_completion(
+        messages, max_tokens=1000, stream=True, temperature=0.7, top_p=0.85))
 
-    try:
-        # 메시지 전송
-        response = requests.post(url, headers=headers, json=data)
+    full_response = []
+    for part in response:
+        logging.debug(f'Part received from stream: {part}')
+        if part.choices and part.choices[0].delta and part.choices[0].delta.content:
+            full_response.append(part.choices[0].delta.content)
 
-        if response.statuscode == 200:
-            print("메시지 전송 성공")
-        else:
-            print(f"메시지 전송 실패: {response.statuscode}")
+    full_response_text = ''.join(full_response)
+    logging.debug(f'Full model response: {full_response_text}')
 
-    except Exception as e:
-        print(f"예기치 못한 오류가 발생했습니다: {str(e)}")
+    conversation_history.append({"role": "assistant", "content": full_response_text})
+    return f"{user_mention}, {full_response_text}"
 
-def getanswer(question):
-    matchinganswer = df[df['question'] == question]['answer'].values
-    return matching
+if __name__ == "__main__":
+    discord_client = MyClient(intents=intents)
+    discord_client.run(os.getenv('DISCORD_TOKEN'))