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meetup-chatbot-poa's Introduction

Exemplo para o Meetup Chatbot POA

Instalação

  • spaCy + sklearn
  • Tensorflow

Configuração com Tensorflow

  • word vectors extraídos do próprio dataset
  • suporte a múltiplas intenções por sentença

Treino

  • Markdown e Json
  • Ferramentas gráficas para auxiliar
  • Sinônimos

python -m rasa_nlu.train --config configs/tensorflow.yml --data treino.md --path projects --project restaurantes

Servidor HTTP

python -m rasa_nlu.server --path projects

Exemplos

curl 'localhost:5000/parse?q=oi&project=restaurantes' | jq

curl -G "localhost:5000/parse?project=restaurantes" --data-urlencode "q=quero fazer uma reserva" | jq

curl -G "localhost:5000/parse?project=restaurantes" --data-urlencode "q=estou procurando um restaurante de comida arabe na cidade baixa" | jq

Exemplos com sinônimos

curl -G "localhost:5000/parse?project=restaurantes" --data-urlencode "q=estou procurando um restaurante de comida arabe no centro da cidade" | jq

python -m rasa_nlu.train --config configs/tensorflow_synonyms.yml --data treino.md --path projects --project restaurantes

curl -G "localhost:5000/parse?project=restaurantes" --data-urlencode "q=estou procurando um restaurante de comida arabe no centro da cidade" | jq

Duckling

docker run -p 8000:8000 rasa/duckling

curl -G "localhost:5000/parse?project=restaurantes" --data-urlencode "q=gostaria de fazer uma reserva para duas pessoas hoje" | jq

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