On-device Graph RAG with Spanner Omni

Codelab: https://codelabs.developers.google.co... Spanner Omni brings Google’s planetary-scale distributed database engine — complete with horizontal scalability, ACID transactions, and multi-model capabilities (Relational, Graph, Vector, and Analytics) — into self-managed, on-premises, multicloud, and air-gapped environments. This lab covers the fundamentals of Spanner Omni, why it serves as the ultimate data foundation for autonomous AI agents, and a rough end-to-end implementation of an edge-deployed, agentic Pickleball tactical coach and match simulator powered by Spanner Omni (Relational + Graph GQL), Python Flask, and Gemini 3.8 Flash. Blog:   / building-a-real-time-pickleball-agent-with...   Result Submission: https://goo.gle/result-validation Speaker: Abirami Sukumaran Developer Advocate Google   / abiramisukumaran