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needle-innovision/rasa-core-rest-sample

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Installation

  • pip install rasa_core
  • pip install spacy
  • pip install sklearn-crfsuite
  • python -m spacy download en

How to run this application

  • Train the model make train-nlu
  • Train the core make train-core
  • If you want to train the dialog online make train-interactive
  • Run the custom action server make run-actions
  • Run the bot make run

Using rest webhooks

  • run make run && make run-actions
  • POST to http://localhost:5005/webhooks/rest/webhook
    {
      "sender": "Sandeep",
      "message": "tell me a joke"
    }

RasaX docs

Resources

  • Dummy images api https://tenor.com/gifapi/documentation#quickstart sample https://api.tenor.com/v1/trending.

Starter packs

For tensorflow installation

  • pip3 install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl

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This is a simple chatbot example using rasa core

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