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FLOW_MAPS

sohamsans edited this page Nov 3, 2026 · 1 revision

Autonomous Flow Maps & Knowledge Graphs

Flow Maps provide an interactive visual workspace to explore research papers, group findings, link notes, and generate autonomous knowledge graphs.


🤖 AI-Generated Flow Maps

ResearchLoom can autonomously construct a comprehensive knowledge graph directly from your research queries or active paper candidate pools:

  1. In Flow Maps, click the AI Map button on the top canvas toolbar.
  2. Enter your research domain or topic (e.g., "Self-Supervised Vision Transformers for Histopathology").
  3. The backend evaluates key concepts, methodologies, bottlenecks, and benchmarks using your configured LLM (Gemini, Claude, Groq, or OpenAI).
  4. An interconnected graph of Core Problems, Methodological Paradigms, Key Citations, and Open Research Gaps is generated and placed onto the canvas with automatic force-directed spacing.

👆 Tablet Multi-Touch & Gesture Navigation

  • One-Finger Drag: Select and move paper cards, folder nodes, or sticky notes across the canvas.
  • Two-Finger Pan: Drag anywhere on the background to pan the canvas viewport smoothly.
  • Two-Finger Pinch-to-Zoom: Fluid zoom in/out with hardware acceleration.
  • Export to Stylus Studio: Click the arrow icon on any paper card to export its abstract or key formula directly to Stylus Studio for mathematical derivation and note-taking.

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