---
title: Shopping Assistant Demo
emoji: 🛍️
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 3.50.0
app_file: app.py
pinned: false
---

# Shopping Assistant Demo

This is a demo of the [Shopping Assistant model](selvaonline/shopping-assistant) that classifies shopping queries into categories and finds relevant deals from DealsFinders.com.

## How to use

1. Enter a shopping query in the text box
2. Click "Submit" to get the results
3. The model will classify the query into one or more categories and provide a recommendation
4. The demo will also show relevant deals from DealsFinders.com

## Examples

- "I'm looking for headphones"
- "Do you have any kitchen appliance deals?"
- "Show me the best laptop deals"
- "I need a new smart TV"
- "headphone deals"

## Model details

The Shopping Assistant model is trained to classify shopping deals into categories. It can be used to provide better recommendations to users based on their queries.

The model is based on DistilBERT and is fine-tuned on a dataset of shopping deals. It is trained to classify deals into the following categories:
- electronics
- clothing
- home
- kitchen
- toys
- other

For more information, visit the [model page](selvaonline/shopping-assistant).