16.4 Agent with Persistent Episodic and Semantic Memory Systems | Frontier Systems

Unlock long-term agent contextual recall by building dual-layer episodic and semantic memory systems with Google ADK. Learn how to store chronological episodic logs and cross-session knowledge bases with vector search and memory compaction. Key Takeaways & Architecture Concepts: • Separation of episodic event history from semantic knowledge structures • Hybrid retrieval combining dense vector similarity with sparse BM25 indexing • Context compaction routines to prevent context overflow while preserving vital facts • Read-write latency optimization for real-time interactive agent workflows Links & Resources: 🚀 Create your own personalized AI courses: Download Adsorp at https://www.adsorp.ai #GoogleADK #AIMemory #VectorSearch #AgentArchitecture #EpisodicMemory #SemanticMemory #VectorDatabases #AgentLongTermMemory #HybridSearch #ContextManagement #KnowledgeGraphs #AIArchitecture