README.md

metadata

license: mit
title: Demo
sdk: gradio
emoji: 🚀
colorFrom: purple
colorTo: yellow
sdk_version: 5.22.0

Product Categorization App - One-Click Solution

This is a turnkey solution for categorizing products based on their similarity to ingredients using Voyage AI.

Quick Start

1. Place your ingredient_embeddings_voyageai.pkl file in the same folder as this README

2. Run the application:

   bash run_app.sh
   

3. That's it! A browser window will open with the app, and a public URL will be created for sharing

What You Can Do

• Text Input: Enter product names one per line
• File Upload: Upload a JSON file with product data
• Adjust the number of categories and Similarity Threshold
• View the categorization results with confidence scores

Hosting on Hugging Face Spaces

For permanent, free hosting on Gradio:

1. Create a free account on Hugging Face
2. Go to Hugging Face Spaces
3. Click "Create a Space"
4. Select "Gradio" as the SDK
5. Upload all files (including your embeddings file) to the space
6. Your app will be automatically deployed!

Files Included

• app.py: The main application code
• requirements.txt: Required Python packages
• run_app.sh: One-click deployment script

Requirements

• Python 3.7+
• Internet connection (for Voyage AI API)