# 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](/ai/components/api/smartendpoint/wisej.ai.endpoints.huggingfacejavascriptendpoint.md))  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

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

## Properties

In addition to the properties inherited from the [SmartAdapter](/ai/components/adapters/smartadapter.md), 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).


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