Combining vector search with keyword matching improves memory retrieval for AI agents. This hybrid approach solves the precision gap found in pure semantic search. Developers can now implement Document Level Security to restrict agent access to specific data. It is a practical implementation of existing Elasticsearch features for agentic workflows.