AI quiz generator built on your own material

Not generic questions — questions from the exact chapter you just read, marked by something that tells you what you missed.

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From a chapter you have read to questions you cannot bluff

Rereading a chapter feels like studying and mostly is not. You recognise every line, so you conclude you know it, and then the exam asks you to produce it from nothing. The fix is to be asked — but the questions have to be about your material, and somebody has to tell you what your answer actually missed. That is the whole of this page.

1. Upload the material you are being tested on

The textbook chapter, the lecture deck, the standards document, the problem set, a photo of the page. PDF, DOCX, PPTX, Markdown, plain text, or an image — up to 30MB a file. Tali reads it and breaks it into short notes, one idea each, and the questions are generated per note. That is why a question can always be traced back to a passage you uploaded.

2. Get questions off your own pages, note by note

For each note Tali writes four to six fill-in-the-blanks — a sentence from your own chapter with the load-bearing term taken out — plus multiple-choice questions with four or five options where more than one can be right, so elimination does not get you there. Across the product there are four question types: single choice, multiple choice, fill in the blank, and true or false. Then there are the open-ended ones, where you have to write the reasoning out.

3. Answer, get marked, and meet what you missed again

Choice and blank-filling questions are marked instantly against the key, with the explanation that was written alongside the question. Open-ended answers go to an AI grader, which reads your working against the reference answer and comes back with a verdict, a score out of 100, and a paragraph naming the step you got wrong. Get one wrong and you can ask for a variant — a new question on the same idea — and answer that one instead.

Tali's practice session showing an open-ended physics question, the student's full worked answer, marked Correct, with Tali's written feedback and the reference solution below.
A practice session in Tali: an open-ended question, a full worked answer, and Tali's graded feedback with the reference solution underneath.

Why this beats a question bank you found online

Every question comes off a page you uploaded

A bank of practice questions for organic chemistry is written against somebody else's course. It half-overlaps yours: a third of it is material your lecturer skipped, and the topic your exam leans on is the topic it happens to be thin on. Tali generates each question from the text of one of your notes, which came from one of your files, and it keeps the link — every question can show you the note it was written from.

It marks the open-ended ones too

A multiple-choice question can be guessed. An answer you have to write out cannot. Tali passes your working, the question, and the reference answer to a grader that returns three things: whether you were right, a score out of 100, and prose feedback that says which step broke and what your answer never mentioned. Having an answer marked this way costs tokens: being told exactly where your proof broke is a real model call, not a lookup in an answer key.

Getting one wrong is the useful part

Every question has a variant button. Tali writes a fresh question on the same concept — same idea, different framing — and asks you that one, so you cannot pass by remembering that the answer was C. Generating a variant is generating a question, so it costs tokens; that is worth knowing before you lean on it. Answer the variant correctly and the original question moves forward in your review schedule. You graduated it by answering, not by telling yourself you knew it.

The session asks the right questions, in the right order

Start a practice session and Tali does not shuffle a pile. It puts what is due for review first, then the questions you have previously got wrong, then ones you have never seen — and it leaves out anything you answered correctly in the last three days, because being asked the same thing again on Thursday is not practice. The session is sized to whatever is left of your daily goal, so it ends when you are done rather than when the file runs out.

Who ends up quizzing themselves here

The chapter you have read three times

You know every paragraph by sight and could not reproduce one of them under pressure. Upload it, answer the questions it generates, and in ten minutes you know exactly which parts you have and which parts you were only nodding along to.

Problem sets whose answer key is a single number

The book says the answer is 3.2% and stops there. It never tells you that your second step was wrong and the third one cancelled the error out. Write your working into an open-ended question and Tali marks the working, not just the final line — which is the only feedback that is any use on a proof or a derivation.

The topic you keep getting wrong

Tali tracks how you score per knowledge point across everything you have answered. When some of them keep coming up short, you can have it generate a fresh round of practice aimed only at the weak ones — rather than another undifferentiated pass over a chapter you mostly know.

Questions people ask before they upload anything

You have read the chapter. Now find out whether you know it.

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