Matching a paragraph against defined categories descriptions

Input = “an application that convert speech to text using AI”

Desired Output: category 1 match = 0.1 category 2 match = 0.9 …

Category 1 description = “medical equipment includes wearable devices”
Category 2 description =“software for SaaS or downloadable”

In order words I am trying to ask hugging face to learn the description of various categories that are in sentences or item list.

Then I am asking hugging face to classify a paragraph description input to see which of the categories best matched this paragraph description.