User talk:Arazshah

Excited to share the First Edition of my book: "Comprehensive Guide to Spatial RAG"

After months of research, hands-on development, and countless cups of coffee ☕, I’m thrilled to release the first edition of my comprehensive guide on Spatial Retrieval-Augmented Generation (Spatial RAG) — a topic I’m deeply passionate about.

📖 What’s inside? This book covers everything from fundamentals to production-ready systems:

🗺️ Geospatial data fundamentals for AI engineers 🔍 Hybrid spatial + semantic retrieval strategies 🗄️ PostGIS + pgvector integration 🤖 Spatial-aware LLM prompt engineering 🔌 Model Context Protocol (MCP) for GeoAI 💬 GeoChat — bridging the gap between GIS and AI agents 🚀 Production deployment with Docker, FastAPI & more

🛠️ What’s coming next? I’ll be publishing all the code from the book step by step on my GitHub, organized chapter by chapter — so you can follow along, experiment, and build your own Spatial RAG systems.

👉 Stay tuned and follow along the journey!

💬 This is version 1.0 — and I need YOUR feedback! As an OSGeo Advocate and someone who believes deeply in the open-source spirit, I value community input above everything else. Found an error? Tell me. Have a better approach? Share it. Want a topic expanded? Let me know.

Your feedback will directly shape the next edition of this book. 🙏

🔗 Learn more about my work:

🌐 https://araz.me

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