Chat with your PDF — then actually learn it

Ask your PDF anything and get answers grounded in the page. Then let Tali quiz you on it, mark what you write, and resurface what you missed — because chatting with a document isn't the same as knowing it.

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From asking questions to answering them

Chatting with a PDF is a great way in. Tali makes it the start of studying, not the end of it.

1. Upload the PDF and ask away

Drop in the paper, the textbook chapter, the manual, the slide deck — up to 30MB. Ask it anything and get answers grounded in the actual pages, with the source sitting right there so you can check them. Photos and screenshots of pages work too.

2. Turn the chat into notes

Tali reads the document in order and leaves you a run of short, titled notes — one idea each — instead of a single summary. The chat stays attached to each one, so a follow-up question never means pasting the chapter back in.

3. Get tested on it

Hit "test me" and Tali generates questions from the PDF itself — and grades the open-ended ones. Miss one and it re-explains, hands you a similar question on the spot, and schedules the one you missed to come back before you'd forget it.

A chat-with-PDF tool vs Tali

Most "chat with PDF" tools stop once you've had your questions answered. That's the easy half. The hard half — turning a document you can discuss into one you can reproduce under pressure — is where Tali picks up.

Chat-with-PDF tool Tali
Ask questions and get answers grounded in the document Yes Yes
Summaries and notes from the file Yes Yes
Quizzes you on the PDF (multiple choice, fill-in-the-blank, open-ended) Yes
Grades the answers you write and shows what you missed Yes
Wrong-answer loop: re-explains, then gives a fresh similar question Yes
Spaced repetition so the document actually sticks Yes
Turns a photographed exam PDF into practice questions Yes

If all you need is a quick answer buried on page 40, plenty of tools chat with a PDF. If you need to still know it on exam day, that's the part Tali is built for.

Why chatting with a PDF isn't enough on its own

Answers you read fade; answers you produce stick

Getting a clear reply from a document feels like learning and mostly isn't. Tali is built on the Feynman idea: you don't know it until you can produce it yourself. So after the chat, it makes you answer — and tells you where you were vague.

It marks what you write

Type out a proof or an explanation and Tali grades it against the document, scores it, and tells you what your version left out. A chat tool will happily agree with you; Tali checks whether you're actually right.

The bits you miss come back

In a chat tool, a gap in your understanding just sits there. In Tali, a missed question re-explains itself, spawns a fresh one to try, and enters spaced repetition — so the PDF's hardest parts resurface right before you'd forget them.

Practice comes from your document

Not a generic bank that half-matches your material — the questions come from the PDF you uploaded, and from your past papers if you upload those too. Every minute of practice is aimed at what's actually in your source.

Who gets the most out of this

Dense papers and textbooks

A research paper or a chapter you have to actually master, not just skim. Chat your way in to understand it, then let Tali test you until you could explain it without the PDF open.

Manuals, standards and documentation

Certification material, a compliance standard, a long technical manual. Ask it what you need, get notes you can revisit, and drill the parts you'll be assessed on.

Anything you'll be examined on

If there's a test at the end, reading and chatting isn't enough — you need to be questioned, corrected and made to repeat the hard parts. Tali turns the PDF into that.

Questions people ask before they upload anything

Upload the PDF. Chat with it, then get tested on it.

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