README.md

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

# Enhanced Shopping Assistant Demo

This is an enhanced demo of the Shopping Assistant that uses advanced AI models to classify shopping queries and find relevant deals from DealsFinders.com.

## Advanced Models

This demo uses two powerful AI models:

1. **facebook/bart-large-mnli** - A zero-shot classification model that accurately categorizes shopping queries
2. **sentence-transformers/all-mpnet-base-v2** - A semantic search model that finds the most relevant deals

## Large Deals Database

This demo now automatically fetches and stores up to 10,000 deals locally on the Hugging Face space. This large database of deals enables much more accurate and relevant search results using semantic search technology.

## How to use

1. Enter a shopping query in the text box (e.g., "I'm looking for headphones")
2. Click "Submit" to get the results
3. The model will classify the query into appropriate categories
4. The demo will show relevant deals from a database of up to 10,000 deals using semantic search

## 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"

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