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| 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 | |
| --- | |
| ⭐ **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) | |