Hybrid retrieval combines dense and sparse search to improve AI agent memory recall. Implementing Document Level Security ensures agents only access authorized data during retrieval. This architecture prevents data leakage in multi-tenant environments. Developers can now build more secure, context-aware agents using Elasticsearch as a long-term memory layer for complex workflows.