How to Build Production-Ready AI Agents with Long-Term Memory Using Google ADK and Milvus

This post introduces the integration of Milvus with Google's Agent Development Kit (ADK) to build AI agents with long-term memory. It details how Milvus functions as the backend for ADK's MemoryService, enabling semantic retrieval and hybrid queries for persistent memory. The post provides a practical example of building a technical support agent using Milvus Lite/Standalone and ADK, demonstrating memory storage and retrieval functions, environment setup, and Milvus database initialization with a focus on vector indexing and schema design for AI agent memory.