AI-Powered Autonomous Deep Research Workflow

This workflow enables autonomous, AI-driven research on any topic. Starting from a user-submitted research query via chat, it uses a Basic LLM to generate up to four refined search queries. These are processed through SerpAPI to fetch top Google search results, followed by Jina AI for extracting and summarizing webpage content.

An AI Agent then evaluates the content for relevance and credibility. If results are insufficient, the workflow iteratively generates new queries and repeats the process, leveraging memory buffering in AI Agents and loop nodes for refinement. This ensures high-quality, comprehensive data collection.

Finally, it compiles everything into a structured Markdown report with sources and citations. Benefits include massive time savings for researchers, journalists, analysts, and businesses needing quick, reliable insights. Use cases: market research, competitive analysis, academic studies, or content creation, reducing manual searching from hours to minutes.