The Gug Letter

The Gug Letter

Does Your Data Have a Librarian?

Imagine you have a giant pile of documents and you want to ask questions about them

Joe Guglielmucci's avatar
Joe Guglielmucci
Jun 18, 2026
∙ Paid

Agents are clever, but out of the box they do not know your stuff (company’s files, your PDFs, notes, etc.) and you cannot simply paste 500 pages into an LLM and prompt it; it will not fit.

So, before an agent can even answer a prompt, something has to find the handful of relevant pages and hand only those over. Essentially, every complex dataset should…

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