SmartComboBoxAdapter

Overview

The adapter enhances the auto-complete functionality of the Wisej.Web.ComboBox control by integrating semantic filtering capabilities. This advanced mechanism employs semantic embeddings to improve the accuracy and relevance of suggested items, ensuring a more intuitive user experience.

It utilizes the HuggingFace TransformersJs library (through the HuggingFaceJavaScriptEndpoint) to generate semantic embeddings in-browser, providing fast and relevant suggestions without the latency or privacy concerns associated with transmitting data to a server.

Configuration

[Extends(typeof(ComboBox), allowMultiple: true)]
[WorksWith(typeof(HuggingFaceJavaScriptEndpoint))]

Properties

In addition to the properties inherited from the SmartAdapter, the SmartCoSmartComboBoxAdapter exposes the following additional properties.

Model

Embedding model used by the HuggingFace Transformerjs library running in the browser.

See https://huggingface.co/docs/transformers.js/en/index for available models.

Default is "Xenova/all-MiniLM-L6-v2";

Extender Properties

Similarity

Similarity level threshold needed for an item to qualify, ranging from 0.1 to 1.0 (1 means identical).