Show HN: An open-source extension to chat with your bookmarks using local LLMs
minicaionut Sunday, February 15, 2026
I read a lot online and constantly bookmark articles, docs, and resources… then forget why I saved them. Also was very bored on Valentines, so I built a browser extension that lets you chat with your bookmarks directly, using local-first AI (WebLLM running entirely in the browser). The extension downloads and indexes your bookmarked pages, stores them locally, and lets you ask questions. No server, no cloud processing, everything stays on your machine. Very early but it works and planning to add a bunch of stuff. Did I mentioned is open-source, MIT licensed?
Summary
The article discusses a tool called 'Talk with Bookmarks' that allows users to have conversations with their saved bookmarks, enabling them to quickly find and access relevant information. The tool leverages natural language processing to understand user queries and retrieve the most relevant bookmarks.
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github.com