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Deep research markdown: automated report pipelines

Build automated deep research pipelines that output clean markdown reports. Setup guide with real workflow examples and formatting strategies.

Rebecca PearsonRebecca Pearson1 min read
Deep research markdown: automated report pipelines

How to build deep research pipelines that output clean markdown

Deep research produces knowledge. Markdown makes that knowledge portable. Unlike generic AI automation posts, this guide shows real CodeWords workflows — not just theory.

Related reading: workflow builder and AI workflow automation tools. Build the pipeline once in CodeWords. See CodeWords templates for pre-built research patterns. Pricing is per-execution. The integrations handle SearchAPI.io and Firecrawl authentication automatically.

TL;DR

  • Deep research markdown pipelines combine multi-source data gathering, LLM synthesis, and structured formatting into a single automated workflow.
  • CodeWords pipelines use SearchAPI.io, Firecrawl, Perplexity, and native LLM access to build research workflows that output publication-ready markdown.

Build the pipeline once in CodeWords. Run it whenever the question arises.

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Describe what you need. Cody handles the build, the connections, and the deployment.