Insurgently

Obsidian plugin· Active · beta · not yet released

Clusters

The research layer: search, neighbours and trails over any corpus, as a CLI and an MCP server.

Beta. Clusters is not released yet. These pages describe the build in progress.

Search a collection

Ask a question, read the cards that match, open the passage behind each, and see where books disagree.

Before you start

The collection is indexed: see Index a collection.

Steps

  1. Run Clusters: Open search. A pane opens at the side.
  2. Pick a collection and type a question.
  3. Read the cards. The tabs across the top are the lens's facets: for the nonfiction lens, concepts, claims, cases and practices.
  4. Narrow the cards with the filters. They come from the collection's fields: a book's fields, a note's properties or a Base's columns.

Each card shows where it comes from (the book or note, and the passage), how closely it matches, and its quote.

The search pane with two claim cards for a question

From a card

  • Open passage shows the text behind the card with the quote highlighted, and the passages either side of it.
  • Other books shows cards that say something similar in other books.
  • Disagreements shows cards on the same subject that take a different position. It appears for facets that record a position, such as claims.
  • Open note opens the book's note, the source note or the Base row.

A passage opened from a card, with the quoted words highlighted

Back returns to the list.

What it costs

Search only reads. Its one model call is embedding your question, once per question. Changing a filter or a facet costs nothing more.

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