field-notes
Thematic analysis of the garden: graph-augmented
What happens when you start from embeddings instead of reading? Comparing cluster-based discovery against the fresh thematic analysis.
5 entries
What happens when you start from embeddings instead of reading? Comparing cluster-based discovery against the fresh thematic analysis.
Why embedding models cluster documents by format instead of topic when content lengths vary, and what to do about it.
How to go from "everything is related to everything" to a useful set of link candidates. Data analysis, filtering strategies, and the research behind them.
A non-coder's guide to text embedding models, from word counting to semantic understanding, surveyed for use in a personal knowledge garden.
How to install and run embedding models locally using Ollama, compare three models on garden content, and run a full-scale embedding pass.