Quick Start · The Core Loop

How to Use InfraNodus: The Core Workflow on One Page

Five moves you repeat on any text: see the main topics, find the gaps between them, zoom into the original statements, generate ideas from what you selected, and save them. Each step shows the exact menu path and a screenshot.

By Dmitry Paranyushkin · Updated

The same five steps are built into every graph. Click the 0/5 counter at the top right to open the Workflow menu, mark each step as completed, or click “Show” to see which part of the interface it uses. New to the layout? See what each of the five panels does.

The InfraNodus Workflow menu opened from the 0/5 counter at the top right of a knowledge graph, listing the five steps of the text exploration workflow
The Workflow menu: the same five steps, inside every graph.

1Add or Import a Text

Do: Paste text into the editor, upload a PDF or a set of files, or import from YouTube, Google results, Obsidian, Evernote, and other sources.

You get: A knowledge graph: concepts are the nodes, and two concepts connect when they appear in the same paragraph.

Adding text to a new InfraNodus graph with the built-in editor
Paste your notes or a document into the editor.
InfraNodus import options: files, YouTube transcripts, Google results, Obsidian and Evernote notes
Or import files, transcripts, search results, or notes.

2See the Main Topics

Do: Look at the graph with high-level ideas turned on, open Analytics › AI Insights for the summary and main topics, and generate an AI summary for each topic in Analytics › Main Topics.

You get: What the text is actually about, as a short list of named topical clusters with a summary of each, plus a research question generated from the graph.

InfraNodus knowledge graph with the main concepts and high-level ideas turned on
The graph with high-level ideas on: each color is one topical cluster.
The InfraNodus AI Insights panel with the main topics and an AI-generated summary of the text
AI Insights: the main topics and a summary of the whole text.
An AI-generated summary for one topical cluster in the InfraNodus Main Topics panel
An AI summary for each topic gives you a structured outline of the text.

3Reveal the Content Gaps

Do: Open Analytics › Gaps, then click AI: Question or AI: Idea to bridge the gap. Click Show Another Gap for the next one.

You get: The blind spots: pairs of topics that matter in the text but are barely connected, and questions that would connect them.

A structural gap between two topical clusters highlighted in the InfraNodus Gaps panel
A content gap: two topical clusters that should talk to each other but do not.
InfraNodus AI generating a research question to bridge a structural gap between two topics
AI: Question proposes a research question that bridges the gap.

4Zoom Into the Original Text

Do: Click a node in the graph to see the statements where it appears, or click a topic in the Analytics panel to filter the statements to that topic. Then click AI: Summarize Visible.

You get: The exact passages behind a concept or a topic, and a summary of only those, so you read the text by idea, not page by page.

Clicking a node in the InfraNodus graph shows the statements where the concept appears
Click a concept to see every statement it appears in.
Selecting a topical cluster in the InfraNodus Analytics panel filters the statements to that topic
Click a topic to keep only the statements that belong to it.
InfraNodus AI: Summarize Visible generating a summary of the statements for the selected topic
AI: Summarize Visible summarizes only what you selected.

5Generate and Save Your Insights

Do: In AI Insights, generate ideas, assertions, challenges, and questions from your current selection. Edit the ones you like and save them to Project Notes.

You get: A list of ideas and research questions in your own words, ready for an outline, an article, a client report, or a prompt.

The InfraNodus AI Insights panel generating ideas and questions from a graph selection
Generate ideas, challenges, and questions from what you selected.
Saving insights to InfraNodus Project Notes
Keep what is useful in Project Notes.

Go Deeper: Remove the Top Layer

Once you understand the main topics, hide them. Click the biggest nodes and then the eye icon, or use Analytics › Reveal Underlying Ideas. The graph rebuilds around what was underneath: the nuance, the peripheral topics, and the latent ideas that are easier entry points into the discourse than its obvious center.

Hiding the most influential nodes in an InfraNodus knowledge graph with the eye button
Hide the most influential concepts to see what is around them.
InfraNodus Analytics panel showing latent topics after the top nodes are hidden
Latent topics appear once the dominant ones are out of the way.
An InfraNodus graph rebuilt around the underlying ideas of a text
The underlying layer: a new set of topics and gaps to work with.

Then run steps 2 to 5 again on the new layer:

Overview→Zoom in→Gaps→Ideas→Remove the top layer→Repeat

  • Reset the view when you are done: restore the hidden nodes to get the graph back to its original shape.
  • Add more data to the same graph, or build a second one and compare them to see what one has that the other is missing.
  • Finish in Project Notes: ask the AI for an outline or a summary of your notes and use it for an article, a report, or a prompt.
  • Share: export the graph as PNG or SVG, and export your notes and AI insights.

Watch the Workflow

The same five steps, start to finish, on a real text.

Run the Loop on Your Own Text

Pick one text you are working on and follow the five steps: you will see the topics inside it, the gaps between them, and the questions that would bridge them.