Open Deep Research: LLM Workflow for Complex Research Reports

AI Impact Summary

Open Deep Research introduces a novel LLM workflow designed to tackle complex, multi-hop questions by mimicking human research processes. This system autonomously searches the web, evaluates information quality, and synthesizes findings into comprehensive research reports, addressing the limitations of traditional query-to-documents search. The architecture incorporates a planning component, a self-reflection component, and integrates Together AI’s cloud infrastructure for efficient LLM inference and cost optimization, representing a significant step forward in AI-powered information retrieval.