Native embeddings generation and persistent agent memory now integrate directly into the MongoDB unified data platform. These updates remove the need for external vector databases in many RAG workflows. Developers can now maintain long-term state for AI agents using real-time operational data. This streamlines the production pipeline for enterprise AI apps.