brunopaes / labs-chickenbot Goto Github PK

Optimized for python 3.6 - Language changes subjected

This project aims in creating a chatbot for 'Museu da Pessoa'. The idea is use Telegram/WhatsApp/Facebook APIs to get all incoming messages, process it with NLP and intent recognition techniques (in market - IBM Watson or in house made API) and replies it as a person from the Museum's collection.

• Bruno Paes
• Fernando Sinigaglia
• Guilherme Heitzmann
• Leonado Briotto
• Leonardo Messias

• André Insardi
• Carlos Rafael
• Flávio Marques

For developers, python requirements could be find in the project's root. For installing the requirements, in your venv or anaconda env, just run the following command:

pip install -r requirements.txt

.
└── labs-chickenbot
    ├── data
    │   └── credentials.json
    ├── docs
    │   ├── reference_articles
    │   ├── ...
    │   └── credits.txt
    ├── src
    │   ├── __init__.py
    │   └── bot.py
    ├── tests
    │   └── unittests
    │       ├── data
    │       └── __init__.py
    ├── .gitignore
    ├── LICENSE
    ├── README.md
    └── requirements.txt

• data: The data dir. Group of non-script support files.
• docs: The documentation dir.
• src: The scripts & source code dir.
• tests: The unittests dir.

• Telegram's API: link
• Telegram's Documentation: link
• WhatsApp's API: link

For running it, on the ~/src directory just run the follow command:

python bot.py

• Instead of python, Node JS may be used.
• Chickenbot is just a provisional name

This project is under development.

It needed to:

• Create the bot end - responsible for getting and replying messages.

  • Getting messages - almost done
  • Replying messages - almost done

• Create the NLP end:

  • Use in house api?
    • Techniques:
      • Word Embeddings
      • Word2Vec
      • Word Histogram - word bag
  • Use in market api?
    • IBM Watson API