gfs0508 / airon-chatbot

A simple chatbot, powered by AI, using the tensorflow and keras libraries to generate and use trained models.

AIron - ChatBot with AI

Current version: Preview 1

About

• AIron is a chatbot developed in Python, using libraries such as TensorFlow and Keras for the creation and training of language models.
• The chatbot is capable of answering questions and providing information based on pre-trained models and specific data. It is designed to support natural language interactions in Portuguese, allowing users to ask questions and receive relevant responses.
• The chatbot utilizes natural language processing techniques and machine learning models to understand and generate appropriate answers.

Conversation

Usuário: Explica o que foi a guerra fria.
ChatBot: Período de tensões políticas e militares entre os Estados Unidos e a União Soviética que durou aproximadamente de 1947 a 1991 sem confronto direto

Usuário: Explicita-me em que consiste a física de particulas.
ChatBot: A física de partículas estuda as partículas elementares e as interações fundamentais buscando compreender a estrutura básica do universo

Features - Preview 1

• Various areas of knowledge
  • History
  • Portuguese History
  • Capitals
  • Population of Countries
• Interactions

Updates and More

Preview 1

• Language: Portuguese
• Basic Models and Data

More Updates

• More Languages
• Grafical User Interface (GUI) Support
• Better models and data expansion
• Support a pre-trained models - Transformers or BERT
• Docker Support
• Files (.py) to support model training
• Update system

How To Install and Use

System Requeriments

In my tests i'm using:

> Processador: Intel Core i3-5005U 2.00GHZ
> GPU: Integrated into the processor
> OS: Windows 10 Pro
> RAM: 8GB
> Disk Space: 2GB

- During Initiation:
    - 370mb RAM
    - 0-15% CPU
- During Use: 
    - 370mb RAM
    - 0-10% (generate answers)

> Processador: Intel Core i3-5005U 2.00GHZ
> GPU: Integrated into the processor
> OS: Linux based on Debian
> RAM: 8GB
> Disk Space: 2GB

- During Initiation: can reach 450mb RAM
- During Use: 350mb RAM

Installacion

Windows (Cmd/Click)

>>> start install.bat
OR
Double click in install.bat

Linux (Terminal)

>>> chmod +x install.sh
>>> ./install.sh

Mac OS

I don't use Mac OS, nor have I tested it, but it probably runs.

Problems while installation

• An error occurred about the nltk library:

ERROR:
During handling of the above exception, another exception occurred:
...
Resource ←[93mstopwords←[0m not found.
  Please use the NLTK Downloader to obtain the resource:

  ←[31m>>> import nltk
  >>> nltk.download('stopwords')
  ←[0m
  For more information see: https://www.nltk.org/data.html

  Attempted to load ←[93mcorpora/stopwords←[0m

  Searched in:
  ...

• Visit: https://www.nltk.org/nltk_data/ and search 74, "Stopwords Corpus" and download.
• Put "stopwords.zip" in the "corpus" folder in "nltk_data".
• Folder: Directory to put the files in "Searched in".

Other problems, contact me for a issue.

License

• MIT License
• Consult here: https://github.com/gfs0508/AIron/blob/main/LICENSE

Contributions

• Send a pull request or issue to talk