Universal Deep Research: Bring Your Own Model and Strategy
Deep research tools are among the most impactful and most commonly
encountered agentic systems today. We observe, however, that each deep research
agent introduced so far is hard-coded to carry out a particular research
strategy using a fixed choice of tools. We introduce Universal Deep Research
(UDR), a generalist agentic system that wraps around any language model and
enables the user to create, edit, and refine their own entirely custom deep
research strategies without any need for additional training or finetuning. To
showcase the generality of our system, we equip UDR with example minimal,
expansive, and intensive research strategies, and provide a user interface to
facilitate experimentation with the system.
68b7ba7a295f15ff6091133b
Peter Belcak
68b7ba7a295f15ff6091133c
Pavlo Molchanov
Universal Deep Research: Bring Your Own Model and Strategy
Deep research tools are among the most impactful and most commonly
encountered agentic systems today. We observe, however, that each deep research
agent introduced so far is hard-coded to carry out a particular research
strategy using a fixed choice of tools. We introduce Universal Deep Research
(UDR), a generalist agentic system that wraps around any language model and
enables the user to create, edit, and refine their own entirely custom deep
research strategies without any need for additional training or finetuning. To
showcase the generality of our system, we equip UDR with example minimal,
expansive, and intensive research strategies, and provide a user interface to
facilitate experimentation with the system.
Universal Deep Research (UDR) is a flexible system that allows users to customize deep research strategies using any language model without additional training or fine-tuning.
Universal Deep Research UDR language model research strategies customization