Lineage Graph Accelerator - AI-Powered Data Lineage with Gradio 6 & MCP 🚀

Описание: 🚀 Lineage Graph Accelerator - AI-Powered Data Lineage Extraction & Visualization

Tired of manually documenting data pipelines? This tool automatically extracts and visualizes data lineage from dbt, Airflow, SQL, BigQuery, and more - powered by Gradio 6, Google Gemini AI, and Model Context Protocol (MCP).

Built for the Gradio Agents & MCP Hackathon - Winter 2025 🎂

🔗 Try it Live: https://huggingface.co/spaces/aamanla...

✨ Key Features:
• AI Assistant: Generate lineage from natural language using Google Gemini
• MCP Integration: Connect to Model Context Protocol servers for metadata
• Multiple Input Formats: dbt manifests, Airflow DAGs, SQL DDL, BigQuery, custom JSON
• Interactive Visualizations: Mermaid diagrams with zoom, PNG/SVG export
• Enterprise Export: OpenLineage, Collibra, Microsoft Purview, Alation, Apache Atlas
• Demo Gallery: Pre-built samples with 50+ node complex pipelines

🎯 Real-World Impact:
Solve data governance and compliance challenges by automatically documenting data flows across your entire data platform. Perfect for data engineers, analysts, and compliance teams.

📚 Documentation:
• GitHub: https://github.com/aamanlamba/lineage...
• User Guide: Full documentation included
• Author: https://aamanlamba.com

🏆 Competition:
Gradio Agents & MCP Hackathon - Winter 2025
Track 2: MCP in Action (Productivity)
Celebrating MCP's 1st Birthday!

🛠️ Tech Stack:
• Gradio 6.0 - Modern UI framework
• Google Gemini API - AI-powered lineage generation
• Model Context Protocol - Metadata extraction
• Mermaid.js - Interactive graph visualization
• Python - Backend processing

💡 Use Cases:
✓ Data governance and compliance documentation
✓ Impact analysis for data changes
✓ Onboarding new team members to complex pipelines
✓ Migration planning and data catalog integration
✓ Automated lineage for CI/CD pipelines

🔔 Subscribe for more AI + Data Engineering tools!

#Gradio #MCP #DataLineage #AI #DataEngineering #GoogleGemini #HuggingFace #DataGovernance #Hackathon #Python #DataCatalog #MLOps #Analytics

Built with: #Gradio #MCP #GoogleGemini #Python #DataEngineering

Thanks to @Hugging Face, @Gradio, and @Anthropic for hosting this amazing hackathon! 🎂

What data governance challenges are you facing? Let me know in the comments!

#DataLineage #AI #DataGovernance #DataEngineering #MLOps #HuggingFace #Hackathon
X/Twitter Post Version:
🚀 Just shipped Lineage Graph Accelerator for the @Gradio + MCP Hackathon!

AI-powered data lineage extraction with:
✨ @Google Gemini natural language generation
✨ MCP integration
✨ Export to Collibra, Purview, Atlas
✨ Interactive graphs

🔗 Try it: https://huggingface.co/spaces/aamanla...
🎥 Demo: [YouTube Link]

#Gradio #MCP #DataLineage #AI
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