Liminary (https://liminary.io/) combines bookmark management and document library to build a searchable personal knowledge base.

Three levels of interaction are offered:

• Directly from the browser via the extension: the extension allows bookmarks to be stored, notes and summaries to be added. A chatbot can be displayed on the right side of the screen.
• by querying each document individually
• by building questionable collections

Documents and sites can be imported directly (uploaded documents or urls), come from bookmarks added via the extension or imported from those of the browser.

Note: predefined actions generate answers in English, requests made in French in the chatbot give answers in French.

Free and unlimited beta.

Sources for the tests: page AI and education Canopé Network, AI framework for use Ministry of National Education and AI report in IGESR schools