READ ME

The simplest chatbot ever. This first version of my chatbot is capable of answering questions about this web page. (PT-BR)

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Requirements

$ sudo apt-get install python3-pip
$ pip3 install -r requirements.txt

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The challenge

• Build a chatbot that is campable of identifying a few possible intentions
• Do this using a very short training data set.

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Models

• SVM (with sk-learn)
• Logistic Regression (with sk-learn)
• Naive Bayes from scratch! here

(It is also very simple to add different models)

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Data

Traning data:

base_treino_secretaria.csv

Testing data:

base_teste_secretaria.csv

Answers:

respostas_bot.csv

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Test it

$ python bot.py

Models evaluation

$ python metrics.py