Features
Everything you
need to learn
anything.
Six tools, one workspace, one loop that runs every day. Seminr builds your curriculum, generates your lessons, tests your understanding, adapts when you're stuck, and brings back things you've learned before they fade.
Workspace · Seminars · Paths · Exercises · Resources · Communities

The learning loop
Six stages. Repeated every day.
The same loop runs from the moment you set an intention to the day you're done. Click any stage to explore it.
Tell it what you want to learn.
Describe your goal in plain language. The AI asks follow-up questions about your level, your deadline, how much time you have each day, and how you learn best. Once it has enough, it starts immediately.
- →Set the topic and your learning goal
- →Daily time budget and available days
- →Current knowledge level
- →Learning style preference

Your Learning Assistant, in one place.
A dedicated environment for one learning goal. Your tutor lives here. It tracks your progress across every session, orchestrates every other tool, and maintains the full context of your learning — your curriculum, your mastery scores, your session history, everything you've uploaded. It's the thing you open every day.
Daily sessions assembled automatically each morning
Mastery map showing every topic and your score
Full activity log of every AI decision
Voice and video tutor conversations
Notification centre for significant events
Spaced repetition reviews scheduled automatically
Your full curriculum, built from one sentence.
Describe what you want to learn and Seminr's research model searches the web, maps the topic hierarchy, and builds your full curriculum. Modules, subtopics, time estimates, delivery format per topic. The first two lessons are written before you arrive. You just show up.
Auto-generated from live web research on your topic
Module and subtopic hierarchy, foundational to advanced
Hours distributed precisely against your deadline
Delivery format matched to your learning style
Click any topic to open its lesson immediately
Visual tree view of your full curriculum


Nine ways to test yourself.
Exercises aren't optional extras. They're built into every session and every score feeds directly into the mastery map. The system generates them fresh from your weak concepts at your current level. Not the same questions twice.
Multiple choice
True / false
Fill in the blanks
Flashcards
Feynman technique
Case studies
Concept maps
ELI5 explanation
Problem solving
Lessons written for your topic. Not pulled from a library.
Every lesson is generated fresh from live research and grounded in your uploaded materials. Not a generic article on the subject. A lesson on this topic, at your level, with the terminology from your notes. When you score low, a reteach version is written from a different angle before the next session.
Rich text explanations with worked examples
Interactive artifact blocks for hands-on concepts
Exercise blocks built into the lesson flow
Grounded in your uploaded resources and notes
Pre-generated before your session starts
Reteach versions written when you score below 70%


Upload your notes. The AI teaches from them.
Add your lecture notes, textbooks, past papers, and articles. Seminr indexes everything and uses it as the knowledge base for every lesson, exercise, and chat response. Not generic subject knowledge. What you've actually read. Every answer comes from your material.
PDF, document, and text upload
Semantic search across all your materials
AI references your content in every lesson it generates
Exercises built from your terminology and examples
Chat answers grounded in your uploaded knowledge base
Materials persist and are available across all sessions
Use cases
What people actually use it for.
Seminr works for any subject and any goal. These are some of the most common ways people use it — not edge cases, the everyday ones.
Exam preparation
You have a date. The AI builds backwards from it.
Tell Seminr your exam date and subject. It works out how many study hours you have, distributes them across your topics, and delivers a session every day until the deadline. Spaced reviews for mastered topics so they don't fade.
Career upskilling
Learn a new skill in the hours you actually have.
You've got 30 minutes before work. Seminr builds a curriculum around that. A new programming language, a management framework, a technical domain. The AI researches it, plans the path, and delivers focused daily sessions.
Classroom teaching
Upload your materials. The AI teaches from them.
Upload lecture notes, textbooks, and past papers. Students get a workspace built on those materials. Each student works through the same curriculum but gets a personalised daily session. You see per-student mastery from one cohort dashboard.
Self-directed learning
Teaching yourself is easier with a system.
You want to learn something and there's no course for it. Seminr builds the structure you'd otherwise have to create: a sequenced curriculum, daily sessions, exercises that test whether you've actually understood it.
Online course delivery
Your content, with a Learning Assistant wrapped around it.
Upload your curriculum and materials. Students who enroll get an AI-powered learning environment, not just a video library. Daily sessions, adaptive exercises, a Learning Assistant they can talk to, and mastery tracking across every topic.
Research and literature review
An AI that has read what you've read.
Upload the papers in your reading list. Ask questions about methodology, generate a quiz on a specific concept, or ask the AI to find connections across your corpus. It answers from what you've actually uploaded.
Who it's for
Describe your goal. The system handles the rest.
Students, self-directed learners, and professionals who want a structured way to learn something without having to manage their own curriculum.
Your curriculum built from a single intention
Sessions assembled automatically every day
Adaptation when you're stuck, not when you ask
Mastery tracked per topic across every session
Spaced repetition without any setup
Voice tutor available at any time
Your curriculum. Your Learning Assistant.
Teachers, tutors, and course creators who want to put their curriculum into an AI learning environment and hand it to students.
Upload your notes, textbooks, and past papers
AI generates lessons grounded in your materials
Each student gets a personalised daily session
Cohort tools to group and monitor students
Per-student mastery scores and session history
Activity log of every AI action per student
Why Seminr
Most learning tools make you manage your own learning. Seminr doesn't.
The hard part of learning isn't finding the material. It's knowing what to study next, knowing whether you actually understood it, and knowing when to come back to something before you forget it. Seminr handles all three.
Not a content library
Everything is generated for you.
Your lessons, exercises, and reteach materials are written fresh for your topic, your level, and the specific concepts you've struggled with. Nothing is pulled from a fixed library. There's no one-size-fits-all lesson on gradient descent — there's one written for you.
Not a quiz app
Assessment drives the whole system.
Exercises aren't optional extras you do if you feel like it. They're built into every session. Scores feed into the mastery map, which determines tomorrow's session. A low score changes what happens next. The system treats assessment as information.
Not a chatbot
The AI knows where you are.
When you open chat, the AI knows your topic, your position in the curriculum, your mastery scores, and your session history. It's not a general AI you have to re-brief every time. It's your Learning Assistant, with a full picture of your learning.
Start learning.
Free, today.
Describe what you want to learn. The curriculum, lessons, exercises, and reviews are all handled. No setup. No planning.