Summarize PDF
Each point of the summary carries the sentence it came from and its page number, and anything the document does not back up is marked as unsupported.
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Every point cites
A verbatim quote and its page number, or an explicit label saying no backing was found.
Checked here, not claimed there
The quotes are searched in the text this browser extracted, so a made-up one gets no page.
You decide before anything leaves
The document stays put until you accept. What gets sent, where, and for how long is stated first.
How to summarize a PDF with citations
Open your PDF
The text is extracted here, on your device. Nothing has left yet.
Read the consent panel
What gets sent, to whom, and what happens to it afterwards. Then choose the kind of summary and how many points.
Let it run
The document goes up, the summary comes back, and every quote gets searched against your local text.
Look at the red ones first
Points whose quote was not located are exactly the ones worth checking. Download the Markdown or the JSON with the whole verdict.
How the checking works
The request asks for one point per line, each ending in a literal quote between angle quotes, eight to forty words, and it tells the model to write no point it cannot quote. That part a prompt can do. The rest is arithmetic. Each quote and each page get normalised: lowercase, accents stripped, punctuation gone, whitespace collapsed. An exact match after that is a hit. Failing that, a sliding window the size of the quote runs across the page and word-trigram overlap gives a similarity figure. Above 0.82 it counts. Below, it does not. Quotes under twenty-four characters are refused outright: a short phrase matches somewhere in any document by chance. Word trigrams rather than characters, and measured against the quote rather than the union. The page is far longer than the quote, and a union would drown every real match. Document text is data, never orders. The request says so, and separately the pages get scanned for the usual attack phrases: ignore your previous instructions, reveal your system prompt, send this document to. Finding one changes nothing about how the summary was produced. It gets reported, because somebody built that PDF to manipulate whoever opened it.
Why this one
Each point carries a quote, and each quote is searched in your own document.
Nothing is sent until you read what gets sent and press accept.
Attempts to instruct the model from inside the PDF are reported to you.
Questions about summarizing PDFs
Short answers, limits included
Does my document leave my computer?
What does a red point mean?
Can I summarize only part of a document?
Does it work on scanned PDFs?
What if the PDF contains instructions aimed at the model?
Updated on
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