Sloth Search

Sloth Search solves a narrow but constant problem: you have a long page open — a Wikipedia article, documentation, a report — and you want one specific fact out of it. Rather than scrolling and using the browser's text finder, you ask a question in plain language and the extension answers from the page content itself, showing which snippets the answer was built from.

It works through the extension's own pipeline: the page text is extracted, the parts relevant to your query are identified, and a short answer is composed by an OpenAI GPT model. This means answers stay anchored to the open page instead of pulling in unrelated knowledge from the wider web, which makes it useful for text-heavy sites where the answer is definitely somewhere on the page but not where you expect.

Sloth Search is free and open-source, published by an independent developer, and it requires you to supply your own OpenAI API key — the extension itself does not bundle model access. It is a small, single-purpose tool rather than a full AI browsing assistant, and it is best suited to people who already have an OpenAI key and want a faster way to interrogate long documents.