One query. Useful things resurface.
A clickable replay of the “Claude Code” search in the video. This uses fixed excerpts, not a live search of anyone’s private library.
ti> Claude CodeSearch by topic, then inspect why a saved post is worth revisiting.
Run the demo to reveal three matches from the recording.
From a saved post to a useful answer.
The video shows the search experience. The repository explains the five stages that make it possible. Select any stage.
Local data. Model calls when needed.
Captures, storage and embeddings are local. Enrichment and smart ranking send relevant content to model APIs; enrichment also fetches linked pages and images. Basic embedding search can run without model API keys.
A walkthrough, not a hosted search service.
The actual product runs locally with Python and Firefox. This page explains the recorded workflow; it does not connect to X, import your saves or access Nachiketh’s database.
Your bookmarks have more to give.
Read the code, follow the setup guide, and search your own saves.