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Sentiment Analysis and more in Rasa, a open source chatbot building framework

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rasa_addon

rasa_contrib is a addon package for rasa. it does text classification of sentiment and emotion.

component

Currently, it includes:

  • sentiment_analysis

    TextCNN based sentiment analyzer, based on NLTK

  • emotion_analysis

    Multi-channel, multi-label emotion analyzer, inspired by tlkh

how to use it

Using the class path to the place where you should given a component name in config.yaml. This is a feature of rasa, see here for more document from rasa official document.

For example, your config.yml can be:

language: "en"

pipeline:
  - name: "rasa_addon.nlu.analyzer.SentimentAnalyzer"

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