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How to Use the Paraphraser to Generate New User Examples

Step by step guide that teaches you how to use the paraphraser to generate user examples.

Tip: By default, the Paraphraser tool is using Botium's OpenAI API key. If you would like to connect your own account, navigate to Botium Tools & Settings > Settings > System Settings > Data Augmentation and Paraphrasing, and enter your own API key to overwrite it.
Note: This task assumes that you already know how to perform several steps which are covered in the article Create a New Test Case

To generate new user examples, follow these steps:

  1. Create a new Utterance test case for your Test Set Botium Tools & Settings > Test Sets > Your Test Set > Test Cases > New > Utterances
  2. Add a handful of user examples to the utterance list.
  3. Click on the PARAPHRASE IT! button.

  4. This generates a large number of additional, similar user examples for further training. Select the ones you want to use and click the ADD button.

    Tip: Instead of adding your test datasets to the internal Botium repository, you can (and should!) use a Git Repository for your test data, and establish a process for continuous improvements.
    Tip: Besides adding the Test Dataset to Botium, you should also add the Training Dataset. This way you can use the tools included in Botium for data augmentation, such as the:

    You can use the Conversation Model Downloader to download the training data from your NLP engine into Botium.

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