---
title: Tasty Bytes Cortex Analyst Demo
emoji: 🍔
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit
---

# Tasty Bytes Customer Analytics - Cortex Analyst Demo

This interactive demo showcases a natural language interface for customer data analytics built with **Snowflake Cortex Analyst**.

## 🎯 What This Demonstrates

Ask questions in plain English and get instant insights from customer loyalty data:

- "How many customers are in our loyalty program?"
- "Which countries have the most customers?"
- "Show me the top 10 customers by total sales"
- "What's the average sales per customer in each country?"

**No SQL knowledge required!** The AI understands your questions and generates the appropriate queries automatically.

## 🏗️ Architecture

This demo is built on:
- **Data Layer**: Snowflake TASTY_BYTES public dataset
- **Semantic Layer**: Native Snowflake Semantic View (business-friendly data definitions)
- **AI Layer**: Cortex Analyst (LLM-powered query understanding)
- **Interface**: Chat-based natural language interface

## ⚠️ Important Note

This HuggingFace Space is a **demonstration and showcase** only. The actual Cortex Analyst agent runs on Snowflake infrastructure, not within this Space.

To try the real thing:
1. Get a Snowflake account (free trial available)
2. Follow the setup instructions in the [GitHub repository](https://github.com/aamanlamba/tasty-bytes-cortex-analyst)
3. Complete setup in 20-30 minutes

## 📚 What You'll Find Here

- **Demo Video**: See Cortex Analyst in action
- **Example Queries**: Sample questions you can ask
- **Sample Results**: Real query outputs
- **Architecture**: How the system works
- **Setup Guide**: Build it yourself step-by-step

## 🚀 Try It Yourself

**GitHub Repository**: [tasty-bytes-cortex-analyst](https://github.com/aamanlamba/tasty-bytes-cortex-analyst)

The repository includes:
- Complete setup scripts
- Semantic view YAML definition
- Detailed documentation
- 50+ example queries
- Troubleshooting guide

## 📊 Dataset

Uses Snowflake's **TASTY_BYTES** sample dataset:
- 11,420+ customer loyalty members
- Geographic data (30+ countries)
- Sales transactions
- Location visit history

This is publicly available sample data - no real customer information.

## 👤 Author

**Aaman Lamba**
- Strategy Consultant & Author
- AI Governance & Data Economy Expert
- Former Senior Industry Principal, Infosys

**Connect:**
- [LinkedIn](https://linkedin.com/in/aamanlamba)
- [GitHub](https://github.com/aamanlamba)

## 📄 License

MIT License - Free to use and modify

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⭐ **Like this demo?** Star the [GitHub repository](https://github.com/yourusername/tasty-bytes-cortex-analyst)!

🐛 **Questions or issues?** [Open an issue](https://github.com/yourusername/tasty-bytes-cortex-analyst/issues)