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m90/rasa-dialogflow-interpreter

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rasa-dialogflow-interpreter

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rasa_core interpreter connecting to dialogflow.com API v2

A rasa_core Interpreter that sources intent data from dialogflow.com API v2. This means you can run rasa_core and do Natural Language Understanding using Dialogflow.

Installation

Install using pip:

pip install rasa-dialogflow-interpreter

Usage

from rasa_dialogflow_interpreter.interpreter import DialogflowInterpreter
from rasa_core.agent import Agent

agent = Agent.load(
    'path/to/dialogue/models',
    interpreter=DialogflowInterpreter(
        'dialogflow-project-name',
        # if you omit the `service_account_json` parameter the value
        # exported to GOOGLE_APPLICATION_CREDENTIALS will be used instead
        service_account_json='dialogflow-project-name.json',
    ))

msg = agent.handle_text('What does it all mean, Dialogflow?')

Note that due to the way that Dialogflow currently works, the returned entities will not have start and end values.

License

MIT © Frederik Ring