Databricks built a RAG agent it says can handle every kind of enterprise search

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

Teradata Enables AI Agents to Autonomously Process Text, Images, and Audio at Enterprise Scale

Process Diverse Data Types at Scale: Through the Unstructured partnership, organizations can automatically parse and transform documents, PDFs, images, and audio into high-quality embeddings at ...

OpenAI's AI data agent, built by two engineers, now serves thousands of employees — and the company says anyone can replicate it

OpenAI’s internal AI data agent searches 600 petabytes across 70,000 datasets, saving hours per query and offering a blueprint for enterprise AI agents.
WinBuzzer

New Databricks KARL RAG Agent Promises 33% Cost Reduction vs. Claude Opus 4.6

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

The revenge of SQL: How a 50-year-old language reinvents itself

From the browser to the back end, the ‘boring’ choice is exciting again. We look at three trends converging to bring SQL back ...