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--- |
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title: Tasty Bytes Cortex Analyst Demo |
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emoji: 🍔 |
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colorFrom: blue |
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colorTo: purple |
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sdk: gradio |
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sdk_version: 4.44.0 |
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app_file: app.py |
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pinned: false |
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license: mit |
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--- |
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# Tasty Bytes Customer Analytics - Cortex Analyst Demo |
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This interactive demo showcases a natural language interface for customer data analytics built with **Snowflake Cortex Analyst**. |
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## 🎯 What This Demonstrates |
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Ask questions in plain English and get instant insights from customer loyalty data: |
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- "How many customers are in our loyalty program?" |
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- "Which countries have the most customers?" |
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- "Show me the top 10 customers by total sales" |
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- "What's the average sales per customer in each country?" |
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**No SQL knowledge required!** The AI understands your questions and generates the appropriate queries automatically. |
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## 🏗️ Architecture |
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This demo is built on: |
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- **Data Layer**: Snowflake TASTY_BYTES public dataset |
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- **Semantic Layer**: Native Snowflake Semantic View (business-friendly data definitions) |
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- **AI Layer**: Cortex Analyst (LLM-powered query understanding) |
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- **Interface**: Chat-based natural language interface |
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## ⚠️ Important Note |
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This HuggingFace Space is a **demonstration and showcase** only. The actual Cortex Analyst agent runs on Snowflake infrastructure, not within this Space. |
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To try the real thing: |
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1. Get a Snowflake account (free trial available) |
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2. Follow the setup instructions in the [GitHub repository](https://github.com/aamanlamba/tasty-bytes-cortex-analyst) |
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3. Complete setup in 20-30 minutes |
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## 📚 What You'll Find Here |
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- **Demo Video**: See Cortex Analyst in action |
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- **Example Queries**: Sample questions you can ask |
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- **Sample Results**: Real query outputs |
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- **Architecture**: How the system works |
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- **Setup Guide**: Build it yourself step-by-step |
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## 🚀 Try It Yourself |
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**GitHub Repository**: [tasty-bytes-cortex-analyst](https://github.com/aamanlamba/tasty-bytes-cortex-analyst) |
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The repository includes: |
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- Complete setup scripts |
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- Semantic view YAML definition |
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- Detailed documentation |
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- 50+ example queries |
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- Troubleshooting guide |
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## 📊 Dataset |
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Uses Snowflake's **TASTY_BYTES** sample dataset: |
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- 11,420+ customer loyalty members |
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- Geographic data (30+ countries) |
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- Sales transactions |
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- Location visit history |
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This is publicly available sample data - no real customer information. |
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## 👤 Author |
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**Aaman Lamba** |
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- Strategy Consultant & Author |
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- AI Governance & Data Economy Expert |
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- Former Senior Industry Principal, Infosys |
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**Connect:** |
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- [LinkedIn](https://linkedin.com/in/aamanlamba) |
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- [GitHub](https://github.com/aamanlamba) |
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## 📄 License |
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MIT License - Free to use and modify |
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--- |
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⭐ **Like this demo?** Star the [GitHub repository](https://github.com/yourusername/tasty-bytes-cortex-analyst)! |
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🐛 **Questions or issues?** [Open an issue](https://github.com/yourusername/tasty-bytes-cortex-analyst/issues) |
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