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Learn to build AI agents with persistent memory capabilities through this comprehensive 45-minute tutorial featuring Google's Sita Lakshmi Sangameswaran and Kimberly Milam. Discover the fundamental differences between volatile and persistent memory in AI systems, and master the complete process of generating, storing, and retrieving information across multiple conversations. Explore agentic memory concepts and get hands-on experience with Google's Agent Developer Kit (ADK) memory services through detailed code walkthroughs. Build a simple conversational agent from scratch while learning to implement Vertex AI Memory Bank for enhanced memory management. Understand memory generation processes, consolidation techniques, and automated memory generation using callbacks. Master advanced customization options including memory storage and extraction configurations, plus learn to set time-to-live (TTL) parameters for memory optimization. The tutorial includes practical code examples, community Q&A session, and comprehensive coverage of the Agent Engine SDK for memory generation, making it essential for developers working with conversational AI and intelligent agent systems.
