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Research Engine

Multi-Step Deep Research

Autonomous investigation from angle decomposition to cited dossier.


Marnie's deep research engine conducts multi-turn autonomous investigations into complex questions without external SaaS dependencies. It decomposes the topic into 3–6 investigative angles, gathers sources via DuckDuckGo or SearXNG, synthesizes a draft, runs configurable revision rounds, and saves a shareable Markdown report with citations to SQLite.

Key capabilities

  • Angle decomposition: 3 to 6 targeted queries generated per topic
  • Multi-source gathering via DuckDuckGo or SearXNG with Cheerio scraping
  • Configurable revision rounds (typically 1 to 3) to close research gaps
  • Real-time execution logs streamed to the UI during research
  • Shareable standalone report with slug-based direct link access