A Python framework building the missing knowledge layer over documentation, mailboxes, calendars and third-party sources. It powers Chantal, a semantic search engine over 47,000 pages of photography and raw-processing documentation that answers about 1,100 questions a month, free and without an account, and an email/agenda automation engine that files and tags mail from rules written against real context.

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