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---
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
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](https://huggingface.co/)
2. Go to [Hugging Face Spaces](https://huggingface.co/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) |