Overview

This codelab teaches you how to build intelligent multi-agent systems using Google's Agent Development Kit (ADK) combined with Neo4j graph databases and the Model Context Protocol (MCP) Toolbox. You'll learn to create specialized GraphRAG-powered agents that leverage knowledge graphs for context-aware query responses, implement agent orchestration patterns, and deploy pre-validated database queries as reusable tools. By the end, you'll have built a production-ready investment research system demonstrating best practices for next-generation retrieval agents.

Python
Neo4j
Google Cloud
Google AI
Google Vertex AI
Intermediate

Building GraphRAG Agents with ADK

Build GraphRAG-powered multi-agent systems using Google ADK, Neo4j, and MCP. Learn agent orchestration, graph-based reasoning, and safe tool-based retrieval.

Published At: January 8, 2026

Last Updated At: January 9, 2026

2 Likes 5 min

Author

Siddhant Agarwal

@sidagarwal04

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