PaulKinlan / transformerjs-breadboard-kit

"Google Labs Breadboard" TransformerJS Nodes Kit

This is a collection of Breadboard nodes that let you integrate transformerjs in to your apps built with Breadboard.

Installing

This Kit requires Node version >=v19.0.0. To install:

npm install @paulkinlan/transformerjs-breadboard-kit

Node Types

Here are all node handlers that are included in the OpenAI Breadboard Kit

The pipeline node

Takes an input

Inputs:

• input required. The value to be checked if undefined.
• task required. The transformerjs task to be used (tested: sentiment-analysis, summarize)
• model optional.

Outputs:

• modelResult - likely an array of results returned by the transfomerjs logic as defined by task and model

The summarize node

• input required. The text to be summarized.
• model optional. The model to use. This will be loaded by transformjs. The default is Xenova/distilbart-cnn-6-6.

Outputs:

• modelResult - an array of { "summary_text": "[some text]" }

The sentiment-analysis node

• input required. The text to be analysed for sentiment.
• model optional. The model to use. This will be loaded by transformjs. The default is Xenova/distilbert-base-uncased-finetuned-sst-2-english.

Outputs:

• modelResult - an array of objects of the form: { "label": "POSITIVE", "confidence": 0.9995 }