An easy way to explain a Zettelkasten system of taking notes would be to explain it as a mind map (connections between discrete concepts) combined with atomic notes (each note has a single topic). Rather than a node being a word or phrase as in a mind map, each node is a note.
See also:
- How to use Roam Research: a tool for metacognition from Ness Labs which makes this analogy to mind mapping.
- Heterarchical note taking
Links to this note
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How to Take Smart Notes (Literature Notes)
A book by Sönke Ahrens about taking notes to improve productivity and writing which is incredibly convincing but extremely impractical in describing what to actually do.
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Notes can be organized and structured into heterarchies (nodes with multiple relationships without a strict hierarchy) by creating an entry note that encompasses other notes (a note of notes). In Zettelkasten, this is referred to as a ‘structure note’. This has the advantage of late binding, you don’t need to worry about the hierarchy of information up front and multiple associations can be created using the same notes (which would not be possible without duplication in a strictly hierarchical system).
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Graphrag Combines Knowledge Graphs With Retrieval
One of the biggest criticisms of LLMs is that they don’t actually know anything. Many techniques have been explored to use general purpose artificial intelligence to solve domain specific problems using information that it was not trained on. Retrieval-augmented generation (RAG) does a decent job of enabling you to “bring your own data” but can still fail on more specialized use cases.