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C_Chat_Chatbot

111-2 NLP 期末專題

希洽板主要以討論ACG(動畫、漫畫、遊戲與相關周邊)話題為主體，目前也還是PTT的大板之一，每天文章動輒數百篇，該板也有不少特別的文化，不少PTT流行用語是發源於該板。

目前訓練的效果不太好，可能是因為宅圈的專業術語太多，導致model怎麼學也學不會

image

Requirement

  • ngrok
  • tensorflow
  • linebot
  • numpy
  • jieba
  • re
  • sklearn
  • tqdm

code

  • colab/PTT_crawler : 在colab上爬PTT資料的
  • colab/c_chat_train : 在colab上訓練model
  • PTT_crawler : 爬PTT資料，要哪個版從哪個index在裡面可以調
  • bot.py : 執行bot，再去執行ngrok
  • load_model : 使用pre_train的model
  • single_prediction : 透過model進行prediction

Demo

  • 1.要先執行bot.py
  • 2.在cmd輸入ngrok http 5000，之後會產生一個public url
  • 3.將產生的public url丟去line developer中其中一個設定message API的webhook url，就可以開始用了

image image

Reference

snsd0805/PTT-Chatbot

hsuanchia/PTT-Gossiping-Chatbot

c_chat_chatbot's People

Contributors

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