Hybrid retrieval and Document Level Security (DLS) now enable more precise memory management for AI agents. By combining vector and keyword searches, Elasticsearch reduces hallucination in long-term context retrieval. This approach allows developers to enforce strict data permissions at the document level. It ensures agents only access authorized memories during complex multi-step workflows.