AI study companion

Turn any document into a personalized study session

Upload your notes, slides, or textbook chapters and Topic Learner reads them, finds the concepts that matter, and builds quizzes, flashcards, and focused practice, grounded entirely in what you gave it.

No app to install. Bring your own files, start in minutes.

lecture-09-networking.pdf Ready

Generated for you

12 quiz questions TCP/IP, subnetting
18 flashcards key terms
1 focused dialog ask anything in-scope

How it works

Three steps between "I have a pile of course material" and "I actually know this."

1

Upload your material

PDFs, Word docs, slide decks, plain text, even photos of handwritten notes.

2

We map what matters

Topic Learner reads the content, pulls out the key concepts, and builds a model of what you need to know.

3

Practice, not just review

Get quizzes, flashcards, and dialogs generated on demand, scoped to exactly what you uploaded.

Re-reading your notes feels like studying. It mostly isn't.

The material you already have is the fastest path to actually knowing it, you just need it turned into something you can be tested on. Topic Learner does that conversion for you, so the time you spend studying is time spent practicing, not re-skimming.

Active recall Spaced repetition Zero busywork

Five ways to turn one document into real practice

Every exercise below is generated from what you uploaded, not a generic question bank.

Ask questions, grounded in your material

No open-ended chat with the whole internet. Every dialog is scoped to the document you uploaded, so answers stay on-topic and honest about what it doesn't know.

Scoped to: distributed-systems-notes.pdf
What's the difference between two-phase commit and Paxos?
Your notes cover 2PC as a blocking coordinator protocol (section 4.2) and Paxos as a consensus algorithm that tolerates coordinator failure.

Freshly generated questions, not a static bank

Every regeneration pulls new questions from your material, so you can't just memorize the answer key.

Checking out a commit hash instead of a branch leaves your repo in which state?

Spaced repetition, built from your own definitions

Flashcards are pulled straight from the terms in your document. The ones you struggle with resurface more often.

Coming soon

Fill in the blank, pulled straight from your notes

A real sentence from your material with a key term removed. Pick the right word from close alternatives.

The CAP theorem states a distributed system can guarantee at most two of consistency, availability, and ??????

latencythroughputpartition tolerance
Coming soon

Broader checks that push past one-word recall

Longer, denser questions with several plausible options, built for testing understanding, not keyword matching.

Why do distributed databases favor eventual consistency in high-partition scenarios?

It reduces latency between nodes
It tolerates network partitions without full outages
It replaces the need for replication

Why not just paste your notes into a chatbot?

You can. Plenty of people do. Here's what changes when the tool is actually built for studying instead of general conversation.

A general-purpose AI chatbot

  • Will confidently make things up when it doesn’t know the answer
  • Has no idea what’s actually in your course material unless you paste it in every time
  • One more tab to juggle alongside your notes, your quizzes, your flashcards
Built for this

Topic Learner

  • Answers are constrained to the document you uploaded, no invented facts
  • Your material stays loaded as context for every dialog, quiz, and card
  • One place to upload, practice, and track what you actually know

Coming from Quizlet? See how Topic Learner compares.

Simple, usage-based pricing

Pick the number of topics and daily practice you need. Change plans anytime.

Starter

Try Topic Learner on one or two courses.

$5 / month

  • 2 active topics
  • Limited daily dialog & quiz regenerations
  • Flashcards included
  • Email support
Get started
Most popular

Premium

For a full course load, all semester.

$14.99 / month

  • 5 active topics
  • 15 quiz regenerations / day
  • 10 flashcards / day
  • 15 gap-text exercises / day
  • 15 multiple-choice sets / day
Get started

Expert

Heavy use across many topics at once.

$26.99 / month

  • 10 active topics
  • Unlimited regenerations for most exercise types
  • Priority support
  • Early access to new exercise types
Get started
FeatureStarterPremiumExpert
Active topics2510
AI dialogsLimited / dayLimited / dayUnlimited
QuizzesLimited / day15 / dayUnlimited
FlashcardsLimited / day10 / dayUnlimited
Gap texts (soon)-15 / dayUnlimited
Multiple choice (soon)-15 / dayUnlimited
Ready when you are

Stop re-reading. Start practicing.

Upload what you're already studying and let Topic Learner turn it into quizzes, flashcards, and focused practice in minutes.

Get started

Frequently asked questions

Is there a free trial?

Not right now. Every plan is a paid subscription from the start. We know that’s a real ask and it’s something we’re actively considering for the future.

How do I cancel my subscription?

From your account settings, anytime, in a couple of clicks. There’s no cancellation fee and no need to contact support.

Can I change plans later?

Yes, upgrade or downgrade whenever you want. Upgrades apply immediately and you’re only charged the difference for the current period.

Is there a mobile app?

Not yet. Topic Learner currently works great in a mobile browser, and a dedicated app is something we’ll prioritize based on demand.