Symanto Zero-shot

The Symanto Brain extension enables you to easily and efficiently build custom text analytics models within KNIME in a matter of minutes . It is powered by a comprehensive, in-house pre-trained Transformer model, advanced NLP techniques, and machine learning algorithms that allow you to extract insights from your text data and make data-driven decisions . The extension overcomes the limitations of pre-built models and elevates text analytics capabilities, thereby enhancing the value of your text data, all within the KNIME platform.

The Symanto Brain extension is the result of extensive data utilisation, which grants it robust functionality across more than 50 languages , diverse tasks such as sentiment analysis, emotion detection, and topic categorisation, and multiple data sources including customer service data, social media, reviews, and news articles.

Here is a link to our detailed how-to-use guide: Symanto Brain KNIME Extension

In case you are experiencing any issues using the Symanto Brain extension, please contact our support team at [e-mail] .

How to get access

Once your account is verified, please go to the free trial section to get your free key, which you can afterwards find in your profile section.

Input ports

1. Type: Symanto Brain Api Key
   ApiKey
   Symanto Authentication
2. Type: Table
   Label
   Input table containing the classification labels. The labels should be in the first column.
3. Type: Table
   Text
   Input data table containing the text to be analysed.

Output ports

1. Type: Table
   Prediction
   Data table containing prediction and probability of the label.