Inference

Inference is the process of using a trained model to make predictions, classifications, or decisions based on new data. The TrueState Python SDK provides a high-level API for making predictions on a variety of trained AI models. This section provides an overview of the inference capabilities of the TrueState Python SDK.

Universal classification

Universal classification is an advanced type of NLP classification that can be used to classify text data into predefined categories without the need to train a model on predefined examples

Hierarchy classification

In some instances it's necessary to classify text data into a hierarchy of categories. In this case, a modified version of universal classification is used to classify text data into a hierarchy of categories.

Semantic Hypothesis Routing

Semantic hypothesis routing is a powerful feature that allows you to route incoming messages to secondary functions based on the content of the message leveraging a universal classification model.

Natural Language Search

Natural language search leverages embedding models to search for similar text data in a corpus of text data. This powerful application of NLP consistently outperforms traditional search algorithms in terms of accuracy and relevance of results.