Databricks' KARL agent uses reinforcement learning to generalize across six enterprise search behaviors — the problem that breaks most RAG pipelines.

As of September 18, 2025, Databricks has added compliance support to its Mosaic AI Vector Search standard endpoints, and they can now be accessed in FedRAMP Moderate and IRAP workspaces. The ...

Databricks has released KARL, an RL-trained RAG agent that it says handles all six enterprise search categories at 33% lower ...