ihayet/Hobby-Product-ChatBot

Hobby-Product-ChatBot

• A conversational agent that learns conversation patterns over time

• The chatbot eventually asks about or infers the user’s hobby

• Tells the user about product recommendations based on the hobby

Datasets Used

• Hobby Dataset: https://www.kaggle.com/muhadel/hobbies

• Amazon (AU) Dataset: https://data.world/promptcloud/amazon-australia-product-listing

Tools Used

• Attempt 1 (Cloud)

  • Amazon Lex
  • AWS Lambda
  • AWS S3
  • AWS IAM

• Attempt 2 (Local)

  • Python
  • Gensim Word2Vec
  • Chatterbot

Project Screenshot

Please refer to the "Presentation/AdvancedTopic_IshrakHayet.pptx" file for details.

References

1. https://www.kaggle.com/muhadel/hobbies
2. https://data.world/promptcloud/amazon-australia-product-listing
3. https://chatterbot.readthedocs.io/en/latest/conversations.html
4. https://www.datacamp.com/community/tutorials/building-a-chatbot-using-chatterbot
5. https://radimrehurek.com/gensim/auto_examples/tutorials/run_word2vec.html
6. https://www.javaer101.com/en/article/985198.html
7. https://www.tensorflow.org/tensorboard/tensorboard_projector_plugin
8. https://projector.tensorflow.org/